Jalal Dhanani

firm: Highland Group

headline: CEO at Highland Group

position: CEO

company: Highland Group

evidence_experience: Only listed role is CEO with no description of function, internal or external work.

resolved_account_name: The Highland Group


Yasuyuki Fukushima

sourced_title: Chief Executive Officer

firm: Sirius Solutions Inc.

headline: Owner, Red Herring Corporation

position: Chief Executive Officer

company: Sirius Solutions Inc.

end: Present

description: Computer Solutions

disposition: QUALIFIED

primary_strip: A

internal_vs_external: unclear

band: review

band_reasons: ie_unclear; low_conf; company_concern

evidence_experience: "Chief Executive Officer @ Sirius Solutions Inc. (04/2015 - Present): Computer Solutions" - no detail on internal knowledge, AI, or IP-reuse function; description is minimal and generic.

resolved_account_name: Sirius Solutions

in_612: yes

in_575: yes

suppressed: no


Katerina Pop-arsova damnjanovska

sourced_title: CEO at Civitta MK

firm: Civitta

headline: Head of Tenders @Civitta | Executive MBA candidate @UniversityofYork

about: As Head of Tenders at Civitta, I lead an international team of 9 professionals in preparing high-impact proposals across 22+ countries in Central and Eastern Europe. With strong expertise in international donor funding, I have successfully secured projects from institutions such as the European Commission, World Bank, EBRD, UNDP, GIZ, USAID, RCC, UN, Red Cross, etc.

position: CEO at Civitta MK

company: Civitta

disposition: DISQUALIFIED

internal_vs_external: external

role_nature: other

band_reasons: disqualified; company_concern

evidence_experience: "I lead an international team of 9 professionals in preparing high-impact proposals across 22+ countries" - this is business development/tender-writing, not internal knowledge/AI governance.

resolved_account_name: Civitta


Daniel Lellouche

publicIdentifier: xsbs

sourced_title: Founder and CEO

firm: XSBS - DowapSolutions

headline: SCM SAP Principal - Solution Designer

about: CEO of DOWAP Solutions Creator of XSBS software Creator of IB&O Solution Supply Chain management expert S&OP certification from CS&OP APICS certified CPIM Certified DD MRP Expert in: SAP IBP all modules SAP S4/Hana SAP APO all modules

position: Founder and CEO

company: XSBS - DowapSolutions

description: I have always been eager at investing in advanced technology, which links both worlds - SAP and Microsoft. As a SAP Expert, It is logical to integrate the SAP ecosystem with the most widely used spreadsheet application. Over the past 10 years, XSBS became a true companion to SAP software, making users' worklife a lot easier.

evidence_experience: "As a SAP Expert, It is logical to integrate the SAP ecosystem with the most widely used spreadsheet application. Over the past 10 years, XSBS became a true companion to SAP software, making users' worklife a lot easier."

in_612: no

in_575: no

match_method: unresolved


Young gyu Choi

sourced_title: CEO & CFO

firm: YCP Partners

headline: Investment and Capital Advisory

about: Corporate StrategyBusiness analysis and planningCorporate financeFinancial analysisReal estate analysis and investmentStart up incubating

position: CEO & CFO

company: YCP Partners

evidence_experience: Corporate Strategy, Business analysis and planning, Corporate finance, Financial analysis, Real estate analysis and investment, Start up incubating


George Okore

sourced_title: CEO

firm: TECHNOTIA SERVICES LTD

headline: ACCPAC ERP Solutions Provider

company: TECHNOTIA SERVICES LTD

band_reasons: low_conf; company_concern

evidence_experience: No description of internal knowledge, AI, or IP-reuse function; headline indicates ERP solutions provider business.


Robert golo Scheffler

firm: ARGO

headline: Ahoi

company: ARGO

evidence_experience: No further detail provided beyond title and dates.


Hamed Al-sherif

sourced_title: General Manager

firm: ArtBeton Contracting LLC

headline: ArtBeton GM

position: General Manager

company: ArtBeton Contracting LLC

evidence_experience: Only entry: General Manager @ ArtBeton Contracting LLC (11/2017 - Present), no further detail provided.


Mohamed Fallaqi

sourced_title: PDG

firm: CFGI

headline: PDG chez CFGI

position: PDG

company: CFGI

evidence_experience: No detailed experience description provided beyond "PDG @ CFGI ( - Present)" - no substantive content about internal knowledge/AI function ownership.

resolved_account_name: CFGI


Ken Creasman

sourced_title: Founder & CEO

firm: Performance Partners

headline: Executive Coach / Management Consultant

about: An accomplished healthcare executive who has built businesses and motivated teams by articulating a clear vision, mission and values, executing growth strategies and engaging people from the mail room to the Boardroom. Helped pioneer and build a market leading management services and outsourcing company whose clients included some of the largest health care providers in the United States. As an entrepreneur was CEO for two private equity start-ups in the health care industry, building one by selling directly to C-suite executives and the other by closing targeted acquisitions before successfully completing an initial public offering. Diverse background includes orchestrating a successful turnaround in a national division of one of the oldest and largest family owned enterprises in America, managing a publicly traded company, executive coaching and performance improvement consulting. Specialties: Health Care Systems (IDNs), Service Integration, Long Term Care, Commercial Markets, Hospitality & Support Services, Facilities Management, Direct and Channel Sales, Contract Management and Outsourcing

position: Founder & CEO

company: Performance Partners

description: Executive coach to C-suite executives and management consultant whose focus is helping clients identify and implement the best course of action to improve top and bottom line results and position their organization for sustainable success.

evidence_experience: "Executive coach to C-suite executives and management consultant whose focus is helping clients identify and implement the best course of action to improve top and bottom line results"


Chris-marii Meringo

sourced_title: In-house Lawyer

headline: In-house Lawyer at Civitta

position: In-house Lawyer

internal_vs_external: internal

band: clear

band_reasons: disqualified

evidence_experience: In-house Lawyer @ Civitta (08/2023 - Present) - no further detail provided


Dinh Duy

firm: ACSC

headline: CEO at ACSC

about: Design and Build for industrial projects Project management

company: ACSC

resolved_account_name: ACSC


연성 홍

firm: NEWTON

headline: CEO at CURI / NEWTON

company: NEWTON

evidence_experience: No experience detail provided beyond dates and title; no description of internal knowledge/AI function ownership or client delivery work.

resolved_account_name: Newton


Artur Harutyunyan

sourced_title: Founder, CEO

firm: BIT LLC

headline: Process control systems automation expert. JavaScript, ReactJS

about: I have completed JavaScript and ReactJS courses at ACA.

position: Founder, CEO

company: BIT LLC

evidence_experience: Only role listed is "Founder, CEO @ BIT LLC (01/2020 - Present)" with no description of function or scope.


Frank Hartley

firm: Retired and living life

headline: CEO at Retired and living life

company: Retired and living life

evidence_experience: CEO @ Retired and living life (01/2014 - Present)


Jason Quantz

sourced_title: President / CEO

firm: Trinity Enterprises Inc.

headline: Managing Director at Q5 Investments

about: Passionate, entrepreneurial business leader. Love working with and coaching teams in business development, operational management and investing. Well rounded background, with real "boots on the ground, get your hands dirty" experience, to boardrooms, bankers and balance sheets. Enjoys challenging projects, learning new things and connecting with new people, to accomplish extraordinary goals. Extensive experience in operations, human resource management and manufacturing, as well as Canadian and US real estate. Open to and seeking, short term contract management/consulting opportunities, new business ventures and connecting with similar minded companies and people.

position: President / CEO

company: Trinity Enterprises Inc.

band_reasons: disqualified; ie_unclear; low_conf; company_concern

evidence_experience: "Transportation company, primarily focused on hauling of commodity products." - no knowledge, AI, IP-reuse, or governance function described.


M Juang

firm: Aspirant Healthcare

headline: CEO at Aspirant Healthcare

company: Aspirant Healthcare

evidence_experience: Only entry is "CEO @ Aspirant Healthcare (06/2010 - Present)" with no further description of internal or client-facing work.


Suzanne Blevins

sourced_title: Technical Lead Clinical and Environmental Microbiology

firm: The Vertex Companies LLC

headline: Passionate microbiologist with 50 years of experience in the clinical and environmental microbiology settings.

about: AANV Each year, the National Marrow Donor Program® (NMDP) recognizes individuals and groups for outstanding contributions to its mission through an annual award program. NMDP has given the 2011 Donor Management Innovation Award to Apheresis Associates of Northern Virginia! This award is presented to a group for outstanding efforts to develop a unique practice leading to implementation of an efficient or creative method for donor management of stem cells.

company: The Vertex Companies LLC

description: Work in the Compliance and Regulatory Services group at VERTEX in the Industrial Hygiene & Building Sciences services, specializing in HAI assessments, waterborne pathogens, USP <797> compliance, and IAQ.

resolved_account_name: The Vertex Companies LLC


Ed Quintana

publicIdentifier: edquintanabeacon

firm: Beacon Language Consultants

headline: CEO at Beacon

about: Soy el CEO de Beacon, una academia de inglés dedicada íntegramente a desarrollar las competencias comunicativas de nuestros clientes a través de programas de formación online personalizados y adaptados a las necesidades específicas de cada empresa nacional, multinacional, escuela de negocios, profesional independiente o particulares. Antes de Beacon, trabajé como profesor de inglés autónomo en Arthur Andersen, Garrigues Andersen, Accenture, La Caixa, Caja Madrid, entre otros, formando a profesionales de la C-Suite en Public Speaking, Power Presentations, Coaching y Leadership. Previamente, trabajé como profesor de inglés en colegios y escuelas de idiomas en Madrid. He trabajado como profesor de inglés en Perú, España y Reino Unido. Especialidades: general management, product development, public speaking, effective presentations, product marketing, strategy, coaching, leadership, mindfulness.

company: Beacon Language Consultants

evidence_experience: "Soy el CEO de Beacon, una academia de inglés dedicada íntegramente a desarrollar las competencias comunicativas de nuestros clientes a través de programas de formación online"


Mårten Fuxe barkvall

publicIdentifier: martenbarkvall

sourced_title: Lead Product Designer

firm: Centigo

headline: Creating products and develop teams at Centigo

about: I'm a product and service designer at Centigo, a consultant firm in Stockholm. Centigo helps companies and organizations succeed with critical change projects and create long term success. We are a group of engaged people with a unique combination of cutting edge competence and the will to make change happen. My experience range from game development, storytelling & film production to product and service design from concept to live applications.

position: Lead Product Designer

company: Centigo

band_reasons: disqualified; builder

evidence_experience: "I'm a product and service designer at Centigo, a consultant firm in Stockholm. Centigo helps companies and organizations succeed with critical change projects"

resolved_account_name: Centigo


Rui Gonçalves

publicIdentifier: rgproducer

sourced_title: CEO | Brand Manager

firm: Auralbrand - The Voice Business

headline: Aural Branding Specialist | Host | Voice-Over | Sound Design | Content Production for Radio, TV & Audiovisual

about: As CEO of AuralBrand, I lead specialized projects in Sonic Branding, Digital Signage, Voice-Over, Sound Design, Live translation and content production for Radio, TV, and social media. With over 30 years of experience in broadcasting, I develop creative strategies that bridge the gap between audio, marketing, and communication to strengthen brand identity and drive audience engagement across multiple platforms. My professional journey includes radio programming coordination, artistic production, and multimedia content creation. My dedication to voice-over and sound design reflects a deep commitment to excellence and innovation. I am driven by the goal of creating high-impact, unique experiences that connect brands with their audiences in an authentic and memorable way.

position: CEO | Brand Manager

company: Auralbrand - The Voice Business

description: Aural Branding Specialist | Voice-Over | Sound Design | Content Production for Radio, TV & Social Media | Streaming & Live translation

evidence_experience: "I lead specialized projects in Sonic Branding, Digital Signage, Voice-Over, Sound Design, Live translation and content production for Radio, TV, and social media."


Ahmed m shalby Mba, cma, cfa, pmp, efs

sourced_title: CEO Global Operations

firm: Mammoth

headline: CEO Global Operations

about: Over 23 years experience of numerous managerial levels in reputable multinational companies like (Roche, Siemens, Nova Biomedical), as well as in reputable management consultancy firms in Medical Devices & Industrial Automation Industry; with excellent experience in EMEA Markets. I have completed (MBA, CFA, CMA, EFS) and numerous Certified Professional Certificates like (PMP, CIM, HRM) from well recognized International Institutions. An outstanding talent in; Sales & Marketing Management; Business Development; (P/L - B/S - C/F - RE) financial statements analysis; Macro & Micro Economic analysis; Economic Feasibility Study Analysis (EFS); Budgeting; Cost Management; Health Economics & Market Access (HEMA) strategies; Distribution Management; achieving annual operating plans & financial targets; possessing excellent people management & team building skills (different backgrounds, cultures and sizes). Appling excellent IFRS and GAAP reporting standards. A CEO with a result driven, self-motivation and resourceful business, sales & marketing management skills. Who has a proven ability to develop and strengthen teams in order to maximize company profitability and efficiency. Who has a track record of successful capital project delivery - minimum project space 46 Million Dollars (Royal Level).Seasoned professional with in-depth knowledge of the healthcare & industrial automation value chain. Experienced leading and growing all sectors of a business to make it a dynamic and progressive organization. Possessing excellent communication, technical skills and able to establish sustainable and profitable relationships with customers, suppliers and stakeholders across the world. • Master Business Administration (MBA); Strategic Marketing Management (UK) • Certified Financial Accounti

position: CEO Global Operations

company: Mammoth

description: Global Operations

evidence_experience: Experience entry only lists "Global Operations" with no description of internal knowledge/AI function; About focuses on sales, marketing, financial statements, HEMA, distribution management - entirely commercial/operational, not knowledge/IP/AI governance related.

resolved_account_name: Mammoth Consulting


Sara C.

publicIdentifier: scampinoh

sourced_title: Senior Project Manager

firm: Escala Consultancy

headline: Real Estate Developer, Entrepreneur and Industry Consultant

about: I have a Bachelor of Architecture from the University of Houston, United States of America with Lean Service Green Belt Six Sigma Certification with more than 30 years of experience in management positions, as Manager and Area Director, as well as a partner of a construction company, I have I have been responsible for leading large architecture and construction projects in a salaried and independent way for transactional companies in the United States, United Arab Emirates, China and Chile, although most of my career I have developed in the latter country in which I currently reside . I am an expert in passivhaus construction standards, sustainability and efficiency, general urban planning and construction law, I have led teams in restructuring of small habilitation projects to large constructions of Buildings, Warehouse and Commercial Centers, I have designed and been a participant in the largest part of my job in the last 20 years of my career. My goal is to continue helping those who need to redesign their projects and give them a new vision and once design new and better constructions, while being a contribution to any of the companies or clients that need my help.

position: Senior Project Manager

company: Escala Consultancy

evidence_experience: "I am an expert in passivhaus construction standards, sustainability and efficiency, general urban planning and construction law, I have led teams in restructuring of small habilitation projects to large constructions of Buildings, Warehouse and Commercial Centers"

resolved_account_name: Escala Consultancy


Markus Gustafsson

sourced_title: CEO & Management consultant

headline: CEO & Management consultant

position: CEO & Management consultant

evidence_experience: Only one role listed: "CEO & Management consultant @ Markus Gustafsson IT- och Management Consulting AB (10/2025 - Present)" - no further detail on internal vs external focus.


Ockie Geldenhuys

sourced_title: Founder and Business Consultant

firm: BridgePoint Consulting Group

headline: Founder, BridgePoint Consulting Group | CEO & Agricultural Business Leader | Strategy, Decision-Making & Operational Improvement

about: I help agricultural and owner-managed businesses make better strategic and operational decisions. As the founder of BridgePoint Consulting Group, I work with owners, boards and management teams to define problems clearly, test assumptions, set priorities and turn decisions into practical action. My work focuses on strategic planning, management effectiveness, operational improvement and the development of decision-making systems that support sustainable performance. My consulting approach is grounded in more than 30 years of practical exposure to business and agriculture. My involvement in Geldenhuys Boerdery and Ceres Transport began while I was still studying at Stellenbosch University. I have farmed professionally since 1998 and I led finance and strategy for Geldenhuys Boerdery during this time. I have served as CEO of Normat Farms since 2011. Since 2019, I have also served as CEO of Ceres Transport, a national freight brokerage business with deep roots in agriculture. These roles have given me direct experience across agricultural production, finance, strategy, leadership, logistics and the wider agricultural value chain. I have helped build management structures, develop accountable leaders and improve the systems through which businesses plan, measure performance and make decisions. My experience was not gained only during favorable conditions. I have led through droughts, hail, fires, floods, labor disputes, cash-flow pressure, economic downturns and the consequences of difficult or poor decisions. These experiences taught me that sustainable performance depends on clear thinking, disciplined execution, capable people and the willingness to adapt. I hold a BSc in Agriculture, with majors in Horticulture and Economics, from Stellenbosch University. My earlier eng

position: Founder and Business Consultant

company: BridgePoint Consulting Group

evidence_experience: "I work with owners, boards and management teams to define problems clearly, test assumptions, set priorities and turn decisions into practical action." - this is client-facing strategy consulting, not internal knowledge/AI function ownership.

resolved_account_name: Bridgepoint Consulting


Jenitos Traders

sourced_title: Chief Executive Officer

firm: KLB

headline: Chief Executive Officer at KLB

company: KLB

evidence_experience: No experience detail provided beyond title and company; no description of internal or external work.


Adam Zizi

sourced_title: Administrerende direktør

firm: DLC

headline: Administrerende direktør

about: Virksomhedens agenda kommer i første række.

position: Administrerende direktør

company: DLC

evidence_experience: Only line given is "Virksomhedens agenda kommer i første række" (The company's agenda comes first) - no detail on internal knowledge, AI, or client-delivery function.


Rick Chastain

sourced_title: CMO

firm: Rezora

headline: CMO at Rezora

position: CMO

company: Rezora

description: Rezora is a technology start-up that specializes in offering real estate agents and developers a next-generation solution to e-marketing and client intelligence. Currently launched and in negotiatinos for first-round VC fundng.

evidence_experience: "Rezora is a technology start-up that specializes in offering real estate agents and developers a next-generation solution to e-marketing and client intelligence."


Hitoshi Funahashi

firm: ICMG

email_status: ok/good

headline: ICMG - CEO

company: ICMG

evidence_experience: No experience detail beyond title and dates provided ("Founder & CEO @ ICMG (10/2000 - Present)")

resolved_account_name: ICMG Group


Quentin Myers

sourced_title: CEO

firm: Q5 Life Performance

headline: Sales Manager

about: With a successful track record of dealing with people, my passion is to enrich the lives of others through the avenues and skills I have been blessed with. Through the mentoring of key leaders, I have been honored to be a part of the physical and emotional development of hundreds of people through my skills in fitness coaching. Dealing with sensitive subjects as ones own body, I am able to ascertain my clients physical needs, emotional setbacks and hurdles as I coach them through their lifestyle changes. My past as a server as well as operating, from a young age, the family business with my father has played key roles in developing me for this passion which I have developed into a business. Currently I am employed in the communications world where customer satisfaction is the sole focus. Finding solutions for the customer that fits their criteria while also hitting key metric expectations set by the company has developed my skills in overcoming objections and in building rapport. I have been recognized as one of the top sales associate 2 years in a row by the president as well as many other awards for specific product sales within my district. I am a highly energetic individual that loves to network and would love an opportunity to invest and make a difference in the lives I come in contact with!

position: CEO

company: Q5 Life Performance

evidence_experience: "I develop athletes with the purpose of readying them for their sport as well as for life off the court/field. I also create workouts and train clients that desire to make fitness their sport." - fitness coaching, not knowledge/AI/consulting work.


Otto Søberg

firm: Dovre Group AS

headline: CEO at Dovre Group AS

company: Dovre Group AS

description: Agency for project management professionals (including project support functions; contract mngt, controlling, planning etc), advisors to govrnment and other conpanies and institutions and training /courses

evidence_experience: "Agency for project management professionals (including project support functions...), advisors to government and other companies and institutions and training/courses" - describes a business that sells services to external clients, with no mention of internal knowledge/AI/IP-reuse function ownership.


Jeet Bahadur lama

publicIdentifier: jeet-bahadur-lama

sourced_title: Director, Mirai Consulting Co. Ltd.

firm: Mirai Consulting Co. Ltd.

headline: CEO at Suiren Japanese Language Center | Co-Founder, MN Production Group & M.J. Entertainment | Director, Mirai Consulting | Empowering Nepal Through Education and Opportunity

about: My work has always come back to one question: how do I create real opportunity for people in Nepal? That question led me to co-found MN Production Group and M.J. Entertainment, building ventures at the intersection of creativity, media, and culture. It took me to Japan, where I worked in visa services and consulting before returning to Nepal with a deeper understanding of what it takes to genuinely connect two countries. It led me to the directorship at Mirai Consulting Co. Ltd. And eventually, it brought me to co-found Suiren Japanese Language Center alongside my wife, Miya Lama, a Japanese national who has called Nepal home for 8 years. Across everything I have built, the thread is the same: create something that actually moves people forward, whether through creativity, enterprise, or education. I am based in Kathmandu and always open to connecting with people who are building meaningful things in Nepal or working across the Nepal-Japan space.

position: Director, Mirai Consulting Co. Ltd.

company: Mirai Consulting Co. Ltd.

description: Director at Mirai Consulting Co. Ltd. "Mirai" means future in Japanese, reflecting the consultancy's focus on Nepal-Japan connected pathways.

evidence_experience: "It took me to Japan, where I worked in visa services and consulting before returning to Nepal... It led me to the directorship at Mirai Consulting Co. Ltd." - describes visa/consulting pathway work, not internal knowledge/AI function ownership.

resolved_account_name: Mirai Consulting Group


Danielle Kuntz

publicIdentifier: danielle-kuntz

firm: Edison Energy Consultants

headline: Cannabis advocate

about: I am currently a stay at home mom whose previous profession as a veterinary technician sparked interested in cbd oil when I learned it's amazing benefits in animals. From there my curiosity and knowledge spread as I read article after article. Now having a young son, reading and learning the miracles its working on children with different conditions has obtained my dedication. I'm still learning, but gaining more information daily and now looking to go back to school to earn a degree in alternative medicine. Any guidance or help would be greatly appreciated

company: Edison Energy Consultants

evidence_experience: "I am currently a stay at home mom... now looking to go back to school to earn a degree in alternative medicine."


Gabbi Holt

firm: Winning Scientific Management

headline: Benefits Include: Health, Dental, Life and AD&D Insurance, Employee Wellness and 401k plans.Paid Time Off and Holidays with Generous Company Discounts Working hrs are flexible.

position: Chief Executive Officer

company: Winning Scientific Management

evidence_experience: No experience detail provided beyond title and company name; no description of internal knowledge, AI, or client-delivery work.


Alina Sharipova

publicIdentifier: alinasharp

firm: ARGO INC

headline: CEO – ARGO INC/Co-Founder BRIDGE TO THE UNIVERSE LABS/Co-Founder SHIBZOIDS_NFT

company: ARGO INC

evidence_experience: CEO @ ARGO INC ( - Present) - no further detail provided on role scope or function.


Juan carlos Gaeta

sourced_title: Colaborador

firm: ALTAVEU

headline: Colaborador en ALTAVEU

about: ALTAVEU ha llegado!!

position: Colaborador

company: ALTAVEU

evidence_experience: Colaborador @ ALTAVEU (12/2017 - Present) - no further detail provided.


Eddie Nath

firm: CGN

headline: CEO at CGN

company: CGN

evidence_experience: Only entry is "CEO @ CGN ( - Present)" with no description of duties or scope.


Seugseok Moon

firm: ECOVIS Hanshin Accounting LLP

headline: ECOVIS Hanshin Accounting LLP CEO

about: 대한민국 최고의 조세전략 및 경영권승계전략 그룹

company: ECOVIS Hanshin Accounting LLP

evidence_experience: About states firm is "대한민국 최고의 조세전략 및 경영권승계전략 그룹" (Korea's top tax strategy and management succession strategy group) - describes client-facing tax/succession advisory services, no internal knowledge/IP-reuse function described.


Asha Ingelela

firm: Charitha Computers

headline: Chief Executive Officer at IMARC SOLUTIONS

company: Charitha Computers

evidence_experience: CEO @ Charitha Computers (no further detail on role content, scope, or internal function ownership)


Tom Lyons

sourced_title: President & CEO

firm: New England Mobile Book Fair

headline: President & CEO

about: COO Risk Management Company VP of Internal Audit- Insurance Audit Manager -Fortune 20 Insurance Director Systems Development-Fortune 20 Specialties: 20+ years of Internal audit experinece; multiple industries Including SOX Control Development 10+ years audit experience -Insurance Director -Systems Development Large staff 225+ COO Risk Management Company Global Director of Marketing -Software

position: President & CEO

company: New England Mobile Book Fair

description: New England Mobile Book Fair in Newton Massachusetts is the largest independent book store in New England. This 30,000+ warehouse has an inventory of over 1,000,000 books. The Book Fair has been in business for 55 years and is both a retail and wholesale operation

evidence_experience: New England Mobile Book Fair in Newton Massachusetts is the largest independent book store in New England... The Book Fair has been in business for 55 years and is both a retail and wholesale operation


Brian Kawamura

firm: Terra Firma Technologies, Inc

headline: CEO at Terra Firma Technologies, Inc

company: Terra Firma Technologies, Inc

evidence_experience: "Responsible for the growth and profitability of the enterprise." - no detail on internal knowledge/AI function or client delivery.


Sean Rackley

firm: Check Six, Inc

headline: Commander at U.S. Navy Reserve

company: Check Six, Inc

evidence_experience: No experience description beyond the bare title "CEO @ Check Six, Inc ( - Present)" - no detail on internal vs external work.


Gazi md Ashraful

publicIdentifier: gazimdashraful

sourced_title: Founder & CEO

firm: FutureBridge Academy

position: Founder & CEO

company: FutureBridge Academy

description: Established a student-driven academy focused on education, leadership, and innovation. Organized 10+ workshops and guided 50+ peers in ICT and academic growth. Developed branding and communication strategies that increased student engagement. Mentored peers and inspired students to pursue ICT and leadership opportunities. Driving FutureBridge Academy towards becoming a global student-led platform.

evidence_experience: "Established a student-driven academy focused on education, leadership, and innovation. Organized 10+ workshops and guided 50+ peers in ICT and academic growth."


Robert Sumsky

sourced_title: Chief Operating Officer

firm: DLC

position: Chief Operating Officer

company: DLC

band_reasons: ie_unclear; low_conf

evidence_experience: No experience detail beyond title and company; no description of function or scope provided


Cesar Naranjo

sourced_title: Owner

firm: Orange Consulting

headline: Specialized in translating complex challenges into structured, high-impact solutions across corporate finance, disruptive strategy, and operational excellence. Trusted partner to executives navigating change

about: Serial entrepreneur. Creative, innovative, disruptive. Top and updated executive with integral and strategic vision capable of structuring, lead and manage highly diversified and complex business ventures and organizations as well as new entrepreneurial ideas and initiatives. Wide international exposure, accompanied by a great sense of empathy and bicultural integration capabilities, makes him a great leading manager and executive resource with a practical, innovative and integrated knowledge for any business, venture or organization in which commercial global and challenging business environment intervene. In depth and proven experience in management, planning and design, strategic control, sales and marketing, technology, human resources and strategic talent management, couple with a solid financial foundation and combined with a proven tracked capacity to formulate, undertake, lead, control, negotiate and communicate, have made a successful trajectory with outstanding results in business, ventures and organizations in which he has participated throughout his 40 year’s professional experience

position: Owner

company: Orange Consulting

evidence_experience: "Serial entrepreneur...Top and updated executive with integral and strategic vision capable of structuring, lead and manage highly diversified and complex business ventures" - generic executive positioning, no mention of internal knowledge, IP-reuse, AI, or governance function.

resolved_account_name: Orange Consulting


Peguy gohrr Noel

sourced_title: Senior Business Analyst

firm: Global Resources, LLC

headline: CEO, President of NO-KID-LEFT-BEHIND-political action committee

position: Senior Business Analyst

company: Global Resources, LLC

description: Travel to meet with small n big business owners on assignment. Developed strategies for business growth. Ran employee survey subjected to different business malfunctions. Implemented HR policies to adapt to new norms and standards. Studied employee satisfactions, incentives and compensations to better retain good employees.

evidence_experience: "Travel to meet with small n big business owners on assignment. Developed strategies for business growth... Implemented HR policies to adapt to new norms and standards."

resolved_account_name: Global Resources, LLC


Kiran Ravi

firm: Falconi

headline: Chief Executive Officer at Falconi

company: Falconi

evidence_experience: No description provided beyond title and company; no detail on internal knowledge/AI function ownership or client delivery.

resolved_account_name: Falconi


Flaviano Redressa

publicIdentifier: flaviano-redressa

sourced_title: Engenheiro de software sênior

firm: MJV Technology & Innovation

headline: Desenvolvedor full stack

about: Desenvolver Mobile. apaixonado por tecnologia. entusiasta em ensinar. mergulhado em desenvolvimento de aplicativo híbrido.

position: Engenheiro de software sênior

company: MJV Technology & Innovation

resolved_account_name: MJV Technology & Innovation


Sebastian Orjuela

sourced_title: CEO E-Genio SAS

firm: E- GENIO SAS COLOMBIA

headline: CEO E-Genio SAS

position: CEO E-Genio SAS

company: E- GENIO SAS COLOMBIA

evidence_experience: Only entry: "CEO E-Genio SAS @ E- GENIO SAS COLOMBIA (04/2016 - Present)" - no description of actual duties or function ownership provided.


Ahsan Tabassum

headline: Chief Executive Officer at Q_PERIOR

evidence_experience: Only role listed is CEO at Q_PERIOR with no further detail on internal vs external function; no description of knowledge/AI/IP-reuse ownership provided.


Daron Gifford

firm: ABeam Consulting

headline: CEO at ABeam Consulting and Information Technology and Services Consultant

company: ABeam Consulting

evidence_experience: CEO @ ABeam Consulting ( - Present) - no further detail on internal function or scope provided

resolved_account_name: ABeam Consulting


Luke Kang

firm: Phoenix Consulting

headline: Chief Executive Officer at Phoenix Consulting

company: Phoenix Consulting

evidence_experience: Only entry: Chief Executive Officer @ Phoenix Consulting (05/2010 - Present), no further detail on scope or function provided.

resolved_account_name: Phoenix Consulting Pty Ltd


Marwan Ezzat

firm: D-Fine

headline: Chief Executive Officer at D-Fine

company: D-Fine

evidence_experience: Only the bare role and company are listed with no About or descriptive detail.

resolved_account_name: d-fine


Ysmar Silva filho

headline: Chief Executive Officer at MJV Technology & Innovation

evidence_experience: No experience detail beyond the CEO title and company name is provided.


Vu van Nam

headline: Chief Executive Officer at Falconi

evidence_experience: No detail provided beyond CEO title and company name; no description of internal function ownership or client delivery work.


Oladiran Badaru

headline: Chief Executive Officer at Sproule Engineering & Technology Company Limited

evidence_experience: No experience detail beyond CEO title; no description of internal knowledge/AI function or client delivery work provided.


Keith Roberts

firm: Thought Logic Consulting

headline: Chief Executive Officer at Thought Logic Consulting

company: Thought Logic Consulting

evidence_experience: No detail provided beyond title and company; no description of internal function ownership or client delivery.

resolved_account_name: Thought Logic Consulting


Auren Tic

headline: Especialista en TIC en Auren

about: Implementar soluciones en las necesidades de nuestros Clientes en el área Sistemas de Cómputo, Servicios Web y Desarrollo de Aplicaciones, basando todas nuestras actividades en cuatro principios básicos: Calidad, Seguridad, Confiabilidad y Excelencia. Nuestro trabajo es reconocido por nuestros Clientes, la excelencia en la calidad de nuestros Productos y Servicios son la base de nuestras actividades. Gracias por su tiempo e interés en conocer más de AUREN. Obtenga información actualizada en: www.auren.com.mx. Esperamos que usted nos dé la oportunidad de pertenecer o ser parte de nuestra familia.

band_reasons: disqualified; low_conf; company_concern

evidence_experience: "Implementar soluciones en las necesidades de nuestros Clientes en el área Sistemas de Cómputo, Servicios Web y Desarrollo de Aplicaciones"

match_method: empty


Jihad Ahmed jibon

firm: willing

headline: Chief Executive Officer at willing

company: willing

evidence_experience: No experience detail beyond the title and company name is provided.

resolved_account_name: WILLING


Q5 Logistics

firm: Q5 LOGISTICS

headline: Chief Executive Officer at Q5 LOGISTICS

company: Q5 LOGISTICS

evidence_experience: No experience detail beyond title/company; no description of internal knowledge, AI, or governance function ownership provided.


Mohammad Ahmadnejad

headline: Chief Executive Officer at DLC

evidence_experience: No detail beyond title; no description of internal knowledge/AI function ownership or client delivery work provided.


Haroon Saif

firm: YSC

headline: Chief Executive Officer at YSC

company: YSC

evidence_experience: No detail provided beyond CEO title; no description of internal knowledge/AI function ownership or client delivery specifics.


Roel De la cruz

firm: dlc

email_status: valid

headline: Chief Executive Officer at dlc

company: dlc

evidence_experience: Only role listed is CEO at dlc with no further description of duties or scope.


Hanan Mourad

headline: Chief Executive Officer at DLC

evidence_experience: No further detail provided beyond the title itself; no description of internal knowledge/AI ownership or client delivery work.


Andy Quinn

firm: Winning LTD

headline: Chief Executive Officer at Winning LTD

company: Winning LTD

evidence_experience: No detail provided beyond the CEO title with no dates or description.

resolved_account_name: Winning


Space Aspirants

publicIdentifier: spaceaspirants

firm: Space Aspirant

headline: Chief Executive Officer at Space Aspirant

company: Space Aspirant

evidence_experience: No About section, no description of duties, scope, or internal/external nature of the CEO role beyond the title itself.


Suphat Viraphoo

headline: Chief Executive Officer ที่ DLC

evidence_experience: No experience detail provided beyond title and company name; no description of internal or external work.


Willy Cua

evidence_experience: No description of duties provided beyond the title; no evidence of internal knowledge/AI function ownership or client delivery specifics.


Elsa Cuisinier

sourced_title: PDG

firm: Colombus Consulting

position: PDG

company: Colombus Consulting

evidence_experience: No description of the role's actual work is provided beyond the title itself, so internal function ownership cannot be substantiated.

resolved_account_name: Colombus Consulting


Michael Owens

headline: Chief Executive Officer at DB&A - DeWolff, Boberg & Associates, Inc

evidence_experience: No detail beyond title and company name; no description of internal function ownership or client delivery specifics provided.


Tyler Oliver

sourced_title: Main Man

firm: Winning

headline: CEO at Me, Myself, and I

position: Main Man

company: Winning

evidence_experience: Main Man @ Winning - no substantive role or company information provided


Fiore Dollas

firm: ABGI Inc.

headline: Services

company: ABGI Inc.

evidence_experience: No experience description provided beyond title and dates.


Dokoula Yvon

sourced_title: Directeur général

firm: SOL! Centrafrique

headline: DG SOL! Centrafrique /PDG Intraco/PDG GSP Sécurité

about: Homme d'affaires et chef d'entreprise en République Centrafricaine, mon prochain défi est d'apporter une alternative énergétique durable aux populations de mon pays. Actuellement, les kits solaires SOL! Centrafrique sont disponibles en précommande.

position: Directeur général

company: SOL! Centrafrique

description: En fournissant des kits solaires accessibles et de qualité aux populations centrafricaines, nous visons à transformer la manière dont l'énergie est consommée, en privilégiant des sources plus propres et stables.

evidence_experience: "En fournissant des kits solaires accessibles et de qualité aux populations centrafricaines, nous visons à transformer la manière dont l'énergie est consommée"


Jim Burgess

sourced_title: ceo

firm: abgi

headline: ceo at abgi

position: ceo

company: abgi

evidence_experience: Only entry: "ceo @ abgi (06/1986 - Present)" - no description of internal knowledge/AI function ownership or client delivery specifics provided.


Majestictech innovations Undefined

firm: MJV Technology & Innovation

headline: PDG chez MJV Technology & Innovation

company: MJV Technology & Innovation

evidence_experience: No detailed experience description provided beyond the title itself.


Zandrea Tan

firm: WGA Consulting, LLC

headline: CEO at WGA Consulting, LLC

company: WGA Consulting, LLC

evidence_experience: Only listed as "CEO @ WGA Consulting, LLC ( - Present)" with no description of duties or function ownership.


Chris Henson

sourced_title: Chief Executive Officer

firm: Taciti Consulting

company: Taciti Consulting

evidence_experience: No About or descriptive text provided beyond the title itself; cannot assess internal vs external nature of the work.

resolved_account_name: Taciti Consulting


Woodward Atkinson

firm: ERG

headline: Chief Executive Officer at ERG

company: ERG

evidence_experience: No detail provided beyond title and company name; no About or descriptive text to assess internal vs external nature of role.


Dalia Lane

firm: DLC

headline: Managing Director at DLCreations LLC

about: We are a publishing and production company dedicated to create and share unique and conceptual objects of art, peace education and thoughtful enjoyment. We concentrate our efforts mainly on the book publishing and creation of digital products for children and their parents emphasizing peace of mind and responsible life style. Our products are created in Switzerland, produced and purchased all over the world.

company: DLC

evidence_experience: "We are a publishing and production company dedicated to create and share unique and conceptual objects of art, peace education and thoughtful enjoyment... book publishing and creation of digital products for children and their parents"


Maria Belzunce

headline: CEO at ERG

evidence_experience: CEO @ ERG (01/2017 - Present) - no further description of duties, function ownership, or scope provided.


Hd Hamel

firm: Sintec

headline: CEO at Sintec

company: Sintec

evidence_experience: No experience detail beyond title and company; no description of role scope or function.

resolved_account_name: Sintec


Arief Nurdjaman

evidence_experience: No further detail provided beyond the title and tenure.


Taimoor Dar

headline: CEO at DLC

evidence_experience: No experience detail beyond title and company; no description of internal knowledge/AI function ownership or client delivery work provided.


Johny Nik

sourced_title: Генеральный директор

headline: Генеральный директор – ERG

position: Генеральный директор

evidence_experience: No description of duties provided beyond title and company name; cannot assess internal vs external nature or any knowledge/AI function ownership.


Anand P jose

firm: Falconi

company: Falconi


Snehal Panchal

firm: SKP Group

company: SKP Group

evidence_experience: No further detail provided beyond the title itself; no About or description of responsibilities.


Opeyemi Titus

firm: BitLayerX

headline: Engineer at Bit

company: BitLayerX

evidence_experience: No experience detail beyond title and dates provided.


Yaroslav Koshmanenko

sourced_title: Головний виконавчий директор

firm: BIT

headline: Головний виконавчий директор з BIT

position: Головний виконавчий директор

company: BIT

evidence_experience: Only entry: "Головний виконавчий директор @ BIT ( - Present)" - no description of duties, scope, or internal/external orientation provided.


Sarita Sharma

headline: CEO at DLC

evidence_experience: No experience detail beyond "CEO @ DLC" - no description of internal or external work provided.


Dunn levy Calabio

headline: CEO at DLC

evidence_experience: CEO @ DLC ( - Present) - no further detail provided on scope, function, or internal/external nature of role.


Antonio Izzo

sourced_title: Amministratore delegato

headline: Amministratore delegato presso DLC

position: Amministratore delegato

evidence_experience: No detail provided beyond the title itself - no description of duties, scope, or internal/external orientation.


Bill Byrnes

firm: AMCL

headline: CEO at AMCL

company: AMCL

evidence_experience: No detail provided beyond "CEO @ AMCL" with no description of duties or scope.

resolved_account_name: AMCL


John Blogdan

firm: Albany Beck

headline: CEO at Albany Beck

company: Albany Beck

evidence_experience: No detail provided beyond "CEO @ Albany Beck ( - Present)" - no description of internal knowledge/AI ownership or client delivery specifics.

resolved_account_name: Albany Beck


Vishwesh Chhetri

firm: Vertex

headline: ceo at Vertex

company: Vertex

evidence_experience: No description of duties provided beyond "ceo @ Vertex" - insufficient detail to assess internal vs external focus.


Zorick Golder

firm: Vertex LLC

headline: CEO at Vertex LLC

company: Vertex LLC

evidence_experience: CEO @ Vertex LLC (10/2003 - Present) - no further detail provided on function or scope of role.


Etty Peleg

sourced_title: Ceo

firm: AVIV AMCG Managment & Consulting

headline: Ceo at AVIV AMCG Managment & Consulting

position: Ceo

company: AVIV AMCG Managment & Consulting

evidence_experience: Only entry is "Ceo @ AVIV AMCG Managment & Consulting" with no description of duties or internal function ownership.


Shahadat hossain Chowdhury

firm: vertex

headline: ceo

company: vertex

evidence_experience: No description of duties or scope provided beyond title and company name.


Bob Peters

sourced_title: CEO

firm: Terra Firma

headline: CEO at Terra Firma

position: CEO

company: Terra Firma

evidence_experience: Only entry is "CEO @ Terra Firma ( - Present)" with no description of duties, function ownership, or internal/external nature of work.

resolved_account_name: Terra Firma Business Consulting


Don Cornett

firm: Dlc

headline: Ceo

company: Dlc

evidence_experience: No description of duties, function ownership, or internal/external nature provided beyond "Ceo @ Dlc".


Steve Kuzma

headline: ceo at DLC

evidence_experience: No description of duties or function beyond "ceo @ DLC" - insufficient detail to assess internal ownership.


Invictus leader Pte ltd

firm: Invictus Leader Pte Ltd

company: Invictus Leader Pte Ltd

evidence_experience: No further detail provided beyond title and tenure; no About, no description of function or scope.


Aviv Lubrani

sourced_title: c e o

firm: aviv

email_status: valid-risky

headline: c e o at aviv

position: c e o

company: aviv

evidence_experience: No detail provided beyond "c e o @ aviv ( - Present)" - insufficient to assess internal function ownership or client-delivery.


John Mcleod

headline: CEO at Vertex Outsourcing LLC

about: John McLeod was appointed in January 2004 as Chief Executive Officer of Vertex Outsourcing North America, a wholly owned subsidiary of Vertex Data Science Limited, reporting into the Managing Director of VDSL. John will continue to be a board director of VDSL as well as chairing the North American board. Johns key objective is to deliver the five year North American business plan through direct and indirect channels to market. The most significant channel to market is a five year Marketing Alliance with IBM Corporation whereby Vertex and IBM will develop transformational outsourcing solutions for the North American energy and utility sector. John will also represent Vertex on the IBM Alliance board that meets quarterly to govern the relationship. John is also accountable for the performance of our acquisition FRA in Denver, setting strategy and agreeing financial targets with the FRA management team who report to him. John will also lead future acquisitions in the US on behalf of the Vertex UK board and our shareholder United Utilities Group. John has over 30 years sales, marketing and general management experience and over 25 years direct experience in the technology and outsourcing sectors where he has held various senior positions with industry leading corporations. He has also acted as a non executive director to a major UK financial institution. Specialties: I have been in the 'emerging' business process outsourcing industry for some 14 years and was a founding director of Vertex' external business in the UK before moving to North America to establish our business in this important growth market. My industry background is mainly within the Energy & Utility and retail financial services sectors.

description: John is responsible for the development of the Vertex North American business and delivery of the profit and loss targets in the five year business plan. John assumes full responsibility for the existing Hydro One account In Toronto where he led the successful sales campaign in 2002. John will be based in New York and will have a management team reporting to him in locations such as Denver, Washington and Toronto. The FRA management team have a direct reporting line into John.

evidence_experience: "John is responsible for the development of the Vertex North American business and delivery of the profit and loss targets... assumes full responsibility for the existing Hydro One account... where he led the successful sales campaign" - entirely client-facing outsourcing delivery and business development, no mention of internal knowledge/AI/IP-reuse function.


Evans Stepanov

firm: Q5 Gaming

headline: CEO at Q5 Gaming

company: Q5 Gaming

evidence_experience: No experience detail provided beyond "CEO @ Q5 Gaming ( - Present)" - no description of internal knowledge/AI function ownership.


Cesar Naranjo

firm: Orange Consulting

headline: CEO at Orange Consulting

company: Orange Consulting

evidence_experience: Only entry is "CEO @ Orange Consulting ( - Present)" with no description of internal function ownership or client delivery.


Cory Mcfarlane

firm: Aspirant Homes

headline: CEO at Aspirant Homes

company: Aspirant Homes

evidence_experience: No experience detail provided beyond "CEO @ Aspirant Homes ( - Present)" with no description of internal knowledge, AI, or governance function.


Clint Desouza

firm: Crossover Solutions

headline: CEO at Crossover Solutions

company: Crossover Solutions

evidence_experience: No experience detail provided beyond the CEO title itself.

resolved_account_name: Crossover Solutions


Point management grp Wendell point, phd

sourced_title: President/CEO

firm: Point Management Group, LLC

headline: President/CEO at Point Management Group, LLC

position: President/CEO

company: Point Management Group, LLC

evidence_experience: No experience detail beyond the title/company name; no description of function, scope, or work performed.

resolved_account_name: Point Management Group


Ashraf Abd , pmp

sourced_title: Principal Consultant – Enterprise PMO & Digital Transformation

firm: Invictus Leader

headline: Principal Consultant | Enterprise PMO | Digital Transformation | Programme & Portfolio Governance | Project Risk | Strategic Delivery | Invictus Leader

about: Integrated Enterprise Project Management Solution Catalyst

company: Invictus Leader

description: Assist organisations bridge strategy and successful execution through Enterprise PMO Governance and digital transformation. For over 25 years, I have worked with organisations across government, telecommunications, construction, transportation, financial services, oil & gas, automotive and technology to plan, govern and deliver complex initiatives with measurable business outcomes. As a Principal Consultant with Invictus Leader, I partner with executive leadership teams to strengthen project gov

evidence_experience: "I partner with executive leadership teams to strengthen project governance, establish PMOs, improve portfolio performance, manage transformation and build organisation" — describes services delivered to client organisations, not internal ownership of own firm's knowledge/AI function.

resolved_account_name: Invictus Leader


Gabriel Ortiz

headline: ceo en q5 43q 5

evidence_experience: No substantive experience detail provided beyond title and company name.


溟 邹

sourced_title: 首席执行官

firm: Answer

position: 首席执行官

company: Answer

evidence_experience: No experience detail provided beyond the CEO title at Answer with no dates or description.

resolved_account_name: Answer


Malina Belova

sourced_title: Генеральный директор

firm: Trio

position: Генеральный директор

company: Trio

evidence_experience: No description of duties, scope, or function provided beyond the CEO title at Trio.

resolved_account_name: Trio


Masha Holovaschenko

disposition: UNQUALIFIED


Juliette Rolloy

sourced_title: People & Office Operations Manager

firm: BCG Platinion

headline: People & Office Operations Manager at BCG Platinion

position: People & Office Operations Manager

company: BCG Platinion

description: Leading People functions incl. Recruitment, Career Development, Staffing, People strategy and Mobility for PLA Africa and France. Managing three teams : - 3 Recruiters - 3 Executive Assistants - 2 HR Specialists

evidence_experience: Leading People functions incl. Recruitment, Career Development, Staffing, People strategy and Mobility for PLA Africa and France. Managing three teams: 3 Recruiters, 3 Executive Assistants, 2 HR Specialists

resolved_account_name: BCG Platinion


Ismail Hamila

publicIdentifier: ismailhamila

sourced_title: Design System Manager & AI Ops - Design Tokens, Tooling & Automation

firm: Thiga

headline: Author of The Design Tokens Book | Design System Manager & AI Builder @Thiga | Speaker · Trainer · Olfactive Design Explorer

about:
What if design wasn’t just a vehicle for experience, but a lever for alignment, structure, and internal transformation?
This vision of design as an organizational tool has guided my work for the past 8 years.

With an unconventional background blending technical studies, event entrepreneurship, and UX design, I’ve built my path around one constant: creating bridges between disciplines to enrich experiences—not just for end users, but also for the teams who design and deliver them.

Over the past eight years, I’ve moved from experience design into product management and the structuring of design systems, developing a hybrid approach that combines craft, product thinking, and operations.
I work at the intersection of strategy and execution, in complex environments where ways of working, product culture, and delivery quality matter just as much as the interface.

I’ve had the opportunity to work with companies such as Nike, Chanel, KPMG, Sanofi, Engie, Tereos, Sendinblue/Brevo, Olympique de Marseille, BCG, BNP Paribas, and La Redoute, across diverse industries including retail, healthcare, food, accounting, media, banking, and tech.

In 2024, I wrote and published “The Design Tokens Book”, the first book in the world dedicated to Design Tokens.
Its aim: to demystify this emerging topic, support cross-functional adoption, and connect it to broader product and organizational challenges.

Today, I continue to explore new frontiers, focusing on:
– Generative Design & AI, to invent new creative processes
– Olfactive Experience Design, to reconnect design with sensory perception
– Data-Driven Food Pairing, to explore the chemistry of flavor and emotion

Through every project, I aim to create experiences that are enriched, systematized, and sensorially intelligent—leveraging huma

company: Thiga

description: Design System Manager at Thiga, helping organizations build and scale design systems with a product mindset. Specializing in design tokens architecture, AI-powered tooling, and cross-functional alignment.

position: Partner (acting COO & Strategic Designer)

company: Abstract Lab

description:
At Abstract Lab, an author-led distillation project by Rémy Savage & Nicolas Minisini, I took on the operational and digital structuring to give this vision the means to exist, scale, and resonate.
My role sits at the crossroads of brand strategy, customer experience, and business operations:
• Redesigned the e-commerce channel to make it more accessible, migrating the website from WooCommerce (outsourced) to Shopify (in-house), and optimizing the pricing and delivery policy—resulting in a +200%

position: Author & Publisher

company: The Design Tokens Book

description:
The Design Tokens Book is the first book ever published dedicated to Design Tokens. It aims to structure a still-emerging field by offering product teams a clear, educational, and actionable resource.
The project was developed in a shifting landscape, with no official standard at the time of writing, and was designed to anticipate the real needs of Design System and Design Ops teams.
	•	Wrote and published the very first book on Design Tokens, structuring the content in collaboration with domain

position: Product / Service Designer - Design System Manager

company: Freelance

description:
Clients :
- Boston Consulting Group (Conseil) / Design System & Design Ops
- Nike (Retail - Sport) / Service Design
- Tereos (Industriel) / Principal Designer
- Engie (Energie) / Service & Product Designer
- Emakina.FR (Agence) /  UX & Service Design
- Sanofi (Phrama) / Product Designer
- Lord Token (Web3) / Design System & Product Design
- KAWA Analitycs (Dashboarding & Dataviz) / Design System Consulting
- Qard finance (Produit B2B) / UX & Product Design

position: Design System Manager

company: Banque Delubac & Cie

description:
Banque Delubac & Cie is a French banking group active in judicial, private, and corporate banking.

I hold a dual role as both Designer and Product Manager, leading the creation, structuring, and product management of the Design System.
	•	Evangelized Design System and Design Tokens concepts across design and tech teams by facilitating training sessions and raising stakeholder awareness on consistency and scalability challenges.
	•	Designed and implemented a Design System from scratch, building

position: Design System Consultant

company: CHANEL

description:
Strategic mission at Chanel, an iconic French luxury brand, to support the transformation of its Design System into a transversal product at the scale of the company.
In a context combining high brand standards with complex organizational structures, the goal was to assess the system’s maturity and provide actionable recommendations to strengthen its structure, industrialization, and adoption.
        •        Conducted a comprehensive audit of the existing Design System, identifying strengths a

position: Figma Trainer

company: BNP Paribas

description:
With Hekko Agency

Advanced two-day training delivered to two groups of 8 to 10 designers at BNP Paribas, covering Figma’s key features and advanced Design System concepts.
The program spanned from fundamentals to components, variables, and Design Tokens, combining theory, hands-on practice, and live demonstrations.
        •        Designed and delivered a complete training program, tailored to participants’ skill levels and project needs.
        •        Structured a progressive curriculum, f

position: Design System Manager / Design Ops

company: La Redoute

description:
At La Redoute, I held a dual role as Designer and Product Manager for the Design System, with a cross-functional scope encompassing design quality, product structuring, operational efficiency, and interdisciplinary collaboration across design, product, tech, and marketing.
	•	Built the Web & App Design System from scratch, following a progressive adoption strategy grounded in real-world usage.
→ Adopted by 4 product teams, with over 150 components delivered into production.
	•	Structured the Des

content:
T'es sorti de Config la semaine dernière avec plus de questions que de réponses ?

Genre : ok la démo était léchée, Figma Make te sort un écran en 30 secondes… mais concrètement, on l'implémente comment ce truc dans un vrai système ? Où sont passés les tokens ? Comment ça tient à l'échelle ? Qui maintient le bordel dans 6 mois ?

Si ces questions te démangent plus qu'elles ne t'excitent, bonne nou

content:
Le e-commerce c'est mes premiers amours. Mes premières expériences de designer, c'était là. Et aujourd'hui c'est toujours concret, je gère la distribution des monochromes d'Abstract Lab et notre canal Shopify au quotidien.

En février à la conf 𝗗𝗲𝗰𝗼𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗻𝗴 𝗨𝗜𝟬 - 𝗧𝗲𝗰𝗵 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 d'eXalt je tombe sur UCP, l'Universal Commerce Protocol. Google, Shopify, Walmart, Target, Visa, Mastercard, Etsy et u

content:
Demain c'est La Product Conf Paris Les 10 ans. Aux Folies Bergère 🎭

Ça fait un moment que j'attends celle-là, pas juste parce que c'est Thiga qui co-organise, mais parce que le programme cette année est franchement costaud.

Ce qui m'excite le plus ? Tout ce qui tourne autour de lIA, mais pas les discours habituels. "AI Brain Fry", les talks OpenAI & Anthropic, "De l'UX à l'AX"... on va parler d'

content:
On recrute chez Thiga.
Product Designers confirmé(e)s et seniors. (mais aussi quelques freelances)

Oui, tu as probablement déjà vu passer le post 3 ou 4 fois ces deux dernières semaines. ou pas....

Mais je vais incarner un peu plus le propos : Après 8 ans à me la jouer mercenaire en freelance, j'ai rejoint un collectif. Un vrai. Et franchement, je ne m'attendais pas à ce que ça change autant ma

content:
La Product Conf Paris kicked off with an AI-generated hip-hop clip by Hugo Geissmann. Tone was set. (link in comments)

Then after lunch, DJ_ Dave was coding music live on stage. Louis Dauvergne has been telling me about Strudel for a while, variables, algorithms, musical functions.

Louis C.  said design tokens could go beyond interfaces. In my book I pushed it further: any parametrizable decisio

evidence_experience: "Design System Manager at Thiga, helping organizations build and scale design systems with a product mindset...I've had the opportunity to work with companies such as Nike, Chanel, KPMG, Sanofi, Engie, Tereos, Sendinblue/Brevo, Olympique de Marseille, BCG, BNP Paribas, and La Redoute"

resolved_account_name: Thiga


Pierre Piquemal

sourced_title: COO - France / Taleo & Blockeo

firm: Taleo Consulting

headline: Chief Operating Officer — France @ Taleo Consulting 🎯 | Business development, operations, growth & AI transformation

about: COO of Taleo Consulting France, a consulting firm specialised in financial services. I have helped build this entity from the ground up since 2019: from 3 to around 100 people, with revenue multiplied by 10 in six https://www.linkedin.com/redir/suspicious-page?url=years%2eMy scope covers operations leadership, business development and enterprise accounts, P&L and budget ownership, recruitment and executive search, as well as the management and training of our sales and HR teams. Our clients are institutional players across banking, asset management, insurance and capital markets.I carry the firm's AI transformation at group level. In practice: as-is / to-be business analysis, redesign of commercial and HR processes and workflows, change management, workshop facilitation, and the development of AI agents and automations (Claude, n8n, Dust). I designed a training platform for finance and IT roles, with progress tracking, testing and a toolbox — currently in beta testing.An entrepreneur at heart: co-founder of Home Sweet Home Session, a Paris-based music events collective, and formerly business developer at an agritech startup.Always happy to talk about company growth, applied AI, consulting and Web3.—Operations Management · Chief Operating Officer · Project Management · Business Development · P&L · Recruiting · Team Leadership · Scale-up · Digital Transformation · Artificial Intelligence · Automation · AI Agents · SaaS · Consulting · Financial Services · Blockchain · DeFi · Tokenisation · Change Management

position: COO - France / Taleo & Blockeo

company: Taleo Consulting

description: Head of operations for the French entity: business development, operational steering, talent management and budget ownership (recruitment, events, bench management). • Built and ran the entity from day one — recruitment, organisation design, scaling to 80 consultants and around 40 active accounts across 8 countries • Governance: monthly France ExCo, quarterly group ExCo, annual board with Omnes Capital — presenting results (billing, revenue, margins, headcount) and business plan • Portfolio of i

disposition: STRONG

internal_vs_external: mixed

evidence_experience: "I carry the firm's AI transformation at group level... as-is/to-be business analysis, redesign of commercial and HR processes and workflows, change management, workshop facilitation, and the development of AI agents and automations (Claude, n8n, Dust)."

resolved_account_name: Taleo Consulting


Rohan Kymal

sourced_title: Co-Founder, COO

firm: Moonbeem

headline: Web3 | Entrepreneur | Strategy | Media

position: Co-Founder, COO

company: Moonbeem

evidence_experience: No described duties beyond the title; headline is "Web3 | Entrepreneur | Strategy | Media" with no mention of knowledge, AI, IP-reuse, or governance function.


Ryan Nash

publicIdentifier: ryannash

sourced_title: President

firm: RTRN Strategy

headline: President of RTRN Strategy | Global Marketing Executive | Founder & Investor

about: GLOBAL MARKETING EXECUTIVE WITH OVER $80 BILLION IN PRODUCT SALES SUCCESS A results-driven business and marketing strategist with award-winning, hands-on experience developing top-tier brands by creating unparalleled customer experiences helping clients realize multi-billion dollar impacts. Proven business management skills in solving complex business/technical problems while aligning internal and external stakeholder expectations that result in high customer satisfaction and revenue growth. Uniquely capable of planning and leading team-based business development efforts that result in the acquisition of new customers, penetrating new industry sectors, and expanding services to existing customers. Demonstrated ability to successfully develop high-performance, cross-functional teams of technical, creative, and operational personnel. Entrepreneurial-minded having started my own company in college and successfully sold it eight years later. Marketing Strategy • Market Research • Creative Direction • Brand Development • Content Strategy • Advertising • Operations • Managing P&L • Project Management • Revenue & Profit Growth

position: President

company: RTRN Strategy

description: RTRN Strategy is a strategic marketing firm with experts from a dozen industries. Collectively, our team has helped clients achieve more than $120 billion in product sales, managed more than $200 million in marketing budgets, and driven eight successful acquisitions. In 2020, RTRN was acquired by Endeavor Management, a global management consultancy with 300 members across four continents. At RTRN, we believe that while marketing needs to be artful the artistry is just one component of the whole.

evidence_experience: "RTRN Strategy is a strategic marketing firm...our team has helped clients achieve more than $120 billion in product sales, managed more than $200 million in marketing budgets"


Max Lang

sourced_title: Business Development Manager

firm: DLC

headline: GTM Systems & Revenue Operations | BD Manager at DLC | CRM Architecture | Outbound Automation | AI Tooling

about: I work at the intersection of revenue, AI, and operations. I drive outbound demand generation with targeting, data, enrichment, sequencing, and automation. I help define sales strategy, pipeline architecture, routing, and scoring. And I build AI products that give teams capacity they didn't have before.

position: Business Development Manager

company: DLC

description: Manage and coach a three-person BD team across three territories while carrying a book. Carried 256% of H1 2026 quota.


Stéphane Coussement

publicIdentifier: stephanecoussement

sourced_title: COO

headline: Chief Operating Officer - chez Thiga

about: PDG, COO, CTO, CDO. + 25 ans d'XP. Compétences : Stratégie, Déclinaison opérationnelle, IT, Marketing, Management, Organisation agile, Finance, Biz Dev. Environnements : web, mobile, TV, audio/vidéo, critique et forte volumétrie, SaaS, e-commerce, marketplace, média, convergence. Ingénieur Informatique & Télécom / Executive MBA.

position: COO

evidence_experience: "PDG, COO, CTO, CDO. + 25 ans d'XP. Compétences: Stratégie, Déclinaison opérationnelle, IT, Marketing, Management, Organisation agile, Finance, Biz Dev." - no specific mention of internal knowledge/IP-reuse/AI function ownership, generic executive bio.


Sami Aâtita

sourced_title: Manager - Tech Strategy - M&A Operations (Senior Manager - Level Role)

firm: Bartle

headline: Manager | Deal Strategy and IT M&A | Founder of Bouquet Fruits

about: I hold degrees from both Grenoble École de Management (GEM) and Skema Business School, and I'm a professional deeply passionate about the realm of strategy and IT mergers & acquisitions. With six years of experience in this sector, I have cultivated extensive expertise in IT strategy consulting and Tech M&A. Throughout my career, I have had the privilege of collaborating with major corporations, assisting them in aligning their IT strategies with their strategic objectives and facilitating their IT-related transactions. In addition to my professional background, I am also the founder of "Bouquet Fruits," a Moroccan startup based in Casablanca. This venture highlights my entrepreneurial drive and showcases my leadership abilities in the entrepreneurial sector. I am always open to exploring new connections and exciting opportunities, and I actively stay updated on the latest trends in the industry. If you'd like to discuss collaboration opportunities, industry trends, or any related topics, please do not hesitate to reach out. #ITStrategy #ITM&A #ITConsulting #DigitalTransformation #TechnologicalExpertise

company: Bartle

description: Pharmaceutical / Private Equity / Post-Carve-Out : - Led post-carve-out transition on the seller side for a U.S. pharmaceutical subsidiary backed by a private equity fund. - Oversaw TSA governance and operational delivery across IT, HR, Finance, Supply Chain, and Customer Operations. - Established and chaired steering committees between the seller and the acquiring fund. Ensured service continuity and operational stability throughout the transition to standalone operations. Supporting a European

evidence_experience: Led post-carve-out transition on the seller side for a U.S. pharmaceutical subsidiary backed by a private equity fund. Oversaw TSA governance and operational delivery across IT, HR, Finance, Supply Chain, and Customer Operations.

resolved_account_name: Bartle


Andy Verma

publicIdentifier: andyverma

sourced_title: Management Consultant

firm: Actionable Strategies

headline: Mobile Strategy and Business Development Executive

about: International business professional that drives value by utilizing technology, process, and strategic planning to improve efficiency and growth. Skilled in assimilating and synthesizing disparate and complex information into highly creative common sense solutions that bridge the gap between IT and high-level business strategy challenges.. Resourceful, respected and trusted leader exhibiting exceptional analytical, decision-making, problem-solving, and communication abilities. Specialties: • Strategy & Technology Roadmapping • Consumer Insights Analysis • Social Media Marketing • Go-To-Market Strategy and Planning • E-Commerce / Digital Media • Enterprise Architecture • Project/Product Management • Process Engineering / Modeling • Cloud Computing • Financial Analysis • Web Applications Development • Systems Integration • User Experience • Vendor Management • Six Sigma

position: Management Consultant

company: Actionable Strategies

description: Offering strategic and tactical consulting services at global scale with strong focus on technology driven business transformation. Expertise across multiple industries including telecommunications, financial services, healthcare, and travel.

resolved_account_name: Actionable Strategies


Kendall Higgins

publicIdentifier: kendall-sompolski

firm: Sol Consulting

headline: Consultant @ SOL | Current AMC Global Media

company: Sol Consulting

evidence_experience: Senior Project Manager, Advanced Advertising at AMC Global Media @ Sol Consulting - indicates placement at a named client company for advertising project delivery.


Johnny Ciarlante

sourced_title: Partner & COO

firm: Cookie Head

headline: Manager | Business Transformation at CFGI

about: Experienced Business Consultant with a demonstrated history of working in the Financial Services, Professional Services, Healthcare, Real Estate, and Manufacturing industry. Skilled in Microsoft Excel, PowerPoint, Word, Public Speaking, Teamwork, Leadership. Strong support professional with a Bachelor of Business Administration - BBA focused in Major: Finance, Investment Financial Analysis; Minor: Business Systems and Analytics from La Salle University.

position: Partner & COO

company: Cookie Head


Shereen Ihsan

publicIdentifier: shereen-ihsan

sourced_title: Head of Business Management, Growth & Operations

firm: Alpha Alternatives (formerly Lionpoint Group)

headline: Chief of Staff | Right Hand to C-Suite & Divisional Leadership | Commercial Performance · Governance · People · Growth

about: Views expressed are my own and do not reflect the opinions of my employer. I have spent my career being the best decision my leadership teams ever made. Most organisations have a strategy. Few have the operational backbone to deliver it. I bridge that gap — building the commercial infrastructure, governance frameworks and people systems that turn a vision on a slide into results on a balance sheet. As a Chief of Staff and Head of Business Management, I have done this across six industries, three continents and businesses ranging from start-up to $1bn. And I do it by putting people at the centre of everything — because the best operating systems are built around people, not despite them. Every high-performing leader needs a right hand who can think at 30,000 feet and still make sure the detail on the ground is right. That is what I do. What I bring to a business: - A track record of delivering results — $4m over revenue target, $100m+ client revenue, $1bn strategy execution - The ability to build what didn't exist — Salesforce dashboards, governance models, onboarding programmes, training frameworks and SharePoint intranets — from scratch - A data-driven mindset that embeds insight into the operational rhythm of the business - A people-first approach that keeps the human element at the centre of every organisational transformation What that looks like in practice: - Grew client retention from 80% to 95% and new business close rates from 45% to 65% — generating $100m+ revenue per year - Identified $500k/year in cost optimisation and $200k/year in technology optimisation - Grew sales pipeline by 20% during economic downturn through account management transformation - Enabled a 340-person division to deliver $4m over target by transforming commercial reporting and business

description: Chief of Staff · Commercial Performance · Governance · Strategy Execution · Salesforce · Organisational Design · P&L Management · Business Intelligence Operating as Chief of Staff to divisional leadership in a 340-person, high-growth professional services firm. Accountable for setting the commercial performance, governance and people development agenda that enables the division to perform and scale. - Delivered $4m over revenue target by transforming commercial reporting from lagging to leading

band_reasons: disqualified; ie_unclear

evidence_experience: "Accountable for setting the commercial performance, governance and people development agenda that enables the division to perform and scale... Delivered $4m over revenue target by transforming commercial reporting from lagging to leading indicators — building Salesforce dashboards tracking sales, pipeline and conversion in real time"

resolved_account_name: Alpha Alternatives


Elsa Grosso

sourced_title: Principal et Directrice des Opérations pôle Banque et Assurance

firm: Magellan

headline: Principal et Directrice des opérations Banque et Assurance chez Magellan Consulting - Groupe Magellan Partners

about: 15 ans d'expériences dans le conseil en organisation principalement dans le secteur Banque / Assurance. En tant que Principale, je suis membre CODIR magellan consulting et membre CODIR de la practice Banque / Assurance : je participe activement au quotidien au pilotage de la practice (consultants, offres, dynamique commerciale), au suivi des objectifs (Budget, Staffing, Commerce, RH) et aux prises de décisions. Je contribue à la montée en compétences des équipes et aux plan d'action GPTW. En tant que Directrice des Opérations Banque / Assurance, j'ai en charge le staffing, le suivi du recrutement et le suivi des actions RH pour l'ensemble de la practice. En tant que Consultante, j'interviens depuis 15 ans chez mes clients sur la définition de trajectoire (schéma directeur, roadmap) et le pilotage de programme de transformation métiers et IT : optimisation d'organisation/processus, digitalisation et automatisation de processus métiers (cycle en V, agile) du cadrage au déploiement, migration, intégration/interfaçage, montée de version,... Mon rôle est d'accompagner mes clients dans la réussite de leur projet en cadrant et structurant la méthodologie projet, en fédérant les acteurs métiers et IT autour d'un objectif commun et en identifiant et instruisant les risques et alertes pour anticiper et/ou prendre des décisions. Principales compétences #Pilotage Programmes : gouvernance, cadrage, roadmap, outils de pilotage, reportings, comitologie #Efficacité opérationnelle : externalisation d'activités, optimisation des processus, digitalisation/automatisation #Animation d'ateliers métiers et fonctionnels #Conduite du changement #Audit, étude et schéma directeur #Développement commercial #Management d'équipes

company: Magellan

description: Rôle -En tant que Principal, Membre CODIR Banque et Assurance et G Conseil - déclinaison de la stratégie d'entreprise, suivi des objectifs et pilotage quotidien de la practice -En tant que DOP : responsable du staffing, du suivi du recrutement et des actions RH de la practices Banque / Assurance -Contribution au développement commercial et en charge de l'offre efficacité opérationnelle. -Management direct d'une dizaine de consultants et encadrement de consultants en mission. -Réalisations de mis

evidence_experience: "j'ai en charge le staffing, le suivi du recrutement et le suivi des actions RH pour l'ensemble de la practice" and "j'interviens depuis 15 ans chez mes clients sur la définition de trajectoire ... et le pilotage de programme de transformation métiers et IT"

resolved_account_name: Magellan Consulting


Santhi Kanumuri

sourced_title: Vice President Business Operations

firm: Relanto

headline: Vice President – Business Operations at Relanto

about: With 19 years of distinguished experience in the IT Services industry, I have excelled in executive roles including Business Operations Manager, Client Services Manager and Staffing Manager. My expertise lies in cultivating and enhancing client and employee relationships, having collaborated with industry leaders such as Cisco, Google, Veritas, Firsttech, HPE, VMware, DocuSign, and Salesforce. I bring a strategic approach to managing business operations, ensuring that all processes are meticulously aligned with organizational objectives to drive overall business success. My leadership is characterized by a commitment to excellence and a proven track record of delivering results in dynamic and complex environments.

position: Vice President Business Operations

company: Relanto

evidence_experience: "excelled in executive roles including Business Operations Manager, Client Services Manager and Staffing Manager... cultivating and enhancing client and employee relationships, having collaborated with industry leaders such as Cisco, Google, Veritas..."

resolved_account_name: Relanto


Vania Karna

sourced_title: Customer & Operations IM&A Intern

firm: KPMG

headline: BSc Management @ The London School of Economics and Political Science

position: Customer & Operations IM&A Intern

company: KPMG

description: Driving commercial strategy and operational transformation through market research, financial analysis, and data-driven client insights.

suppressed: yes

match_method: ambiguous


Tim Wilms

publicIdentifier: tinottoconsulting

sourced_title: Digital Adoption Consultant

firm: DGTL Ventures

headline: Freelance Implementation & Operations Manager @ Elia - Parttime professor @ Hasselt University

position: Digital Adoption Consultant

company: DGTL Ventures

evidence_experience: Only one line of experience given with no description of internal vs external scope.


Lenka Stefanak laukova

publicIdentifier: lenkalaukova

sourced_title: Operations Manager

firm: REFRESHER SK

headline: 🌱 Consultant | Angel Investor 🤍 | Sales Strategist | 💡Available for Advising

position: Operations Manager

company: REFRESHER SK

description: Let's collaborate 🩶 We offer creative solutions for your campaign communication & full event production with our in-house team. Reach over a million modern people in Slovakia & Czech republic who are passionate about the latest gadgets, fashion, music, film & technology. More info 📌 https://onas.refresher.sk/reklama

evidence_experience: "We offer creative solutions for your campaign communication & full event production with our in-house team. Reach over a million modern people in Slovakia & Czech republic..."


Christina Koefoed

sourced_title: Nordic People and Office Operations Manager at BCG Platinion

about: Experienced Head Of Recruitment with a demonstrated history of working in the management consulting industry. Skilled in Market Research, Employer Branding Strategy and Recruiting. Strong human resources professional with a Master focused in Marketing Management from Copenhagen Business School.

company: BCG Platinion


Malene Heiberg

sourced_title: Office Operations & HR Manager

firm: BCG Platinion Nordics

headline: Career Development Manager at BCG Platinion Nordics

position: Office Operations & HR Manager

company: BCG Platinion Nordics

description: - Manage Career Development for our BCG Platinion Nordic Consulting staff - Manage Career Development for our BCG Platinion Nordic Admin team - Support the BCG Platinion Nordic System Lead in Business related tasks and processes - Optimize business processes on a Nordic level - Line Manager - Managed HR related task for employees in Denmark, Sweden, Finland and Norway (until March 2023)

evidence_experience: Manage Career Development for our BCG Platinion Nordic Consulting staff; Managed HR related task for employees in Denmark, Sweden, Finland and Norway


Paul Verzele

publicIdentifier: paulverzele

sourced_title: Managing Director & Senior management consultant outsourcing

firm: Professional Global Sourcing

headline: IT Organization Performance & Offshore Outsourcing, Senior management consultant & Coach

about: • >25 years of expertise in IT organization development, organization maturity, knowledge management and organizing IT outsourcing across borders and cultures • >20 years of experience in IT program management, R&D management, PM & service management (SM) • >25 years of expertise in global sourcing, near-shore, offshore, far-shore outsourcing, 3rd party subcontracting, IT outsourcing (infra & SW), IT services procurement, IT services category management, immigration consultancy. • >20 years of delivering professional & strategic management advice, guidance, training, coaching, process design, knowledge management & support on starting up external sourcing, optimizing global (out)sourcing, as a senior management consultant, interim manager, change manager, performance manager. • >15 years of expertise in organizational performance management, organization change management (BPI, BPE, BPR) optimizing business processes, cutting costs based on CoPP, increasing revenue, productivity and efficiency, turning organizations into customer centric and process driven organizations. • Experience with South-East Asia (including China, India, Japan, Philippines, & Indonesia), USA, Canada, North Africa (Morocco, Egypt, Jordan, Mali) & almost every European (EU) country. • Worked with & advised large companies in various industries (electronics, consumer electronics, IT, telecom, ISP, ASP, finance, banking, publisher, medical equipment, public sector) including BNP Paribas Fortis, Barco, Alcatel-Lucent, Unisys, Philips, MCI WorldCom, Agfa-Gevaert, Altran Europe, Telenet, Wolters Kluwer, Belgacom (Proximus), TCS, Infosys, Wipro, Tech Mahindra, Aricent, MindTree, bpost, Colruyt, Syntel, Mastek, TATA Technologies, ESS, Cybage, CapGemini as management consultant, interim manager, immigrati

company: Professional Global Sourcing

description: Professional Global Sourcing BVBA (PGS) offers a variety of services both to European companies wanting to outsource tasks to near-shore and off-shore companies and to off-shore companies wanting to expand their business towards Europe. By doing so, Professional Global Sourcing is the bridge between Europe and offshore destinations around the world. For every specific request or demand, there is a best matching company out there who is capable of fulfilling your needs in terms of culture, capabi

evidence_experience: "Professional Global Sourcing offers a variety of services both to European companies wanting to outsource tasks to near-shore and off-shore companies... searches for the best matching company"


Rene Stephens, mshs

sourced_title: Contributor

firm: Pharma Sourcing Circle

headline: Clinical development sourcing expert, photographer, fisherman, and chef

about: Réne Stephens is a biopharmaceutical research and development industry consultant with over 25 years of business operations and outsourcing experience. He has worked within pharmaceutical, CRO, SMO, medical imaging, academic CRO, and EDC companies, and private consultation. Réne understands the critical path of development and has a wealth of experience in outsourcing/procurement strategies, practices and negotiations, vendor relationship management, oversight and governance, clinical operations, finance, contracting, process development and improvement, and technology solutions. He holds a BA in Corporate & Organizational Communications (WKU), and an MSHS in Clinical Research Administration (GWU). While at Astellas Pharma Global Development as Executive Director and global head of Contracts & Outsourcing, Réne also served as the Global Procurement Lead for TransCelerate Biopharma, Inc., acting on behalf of and supporting the 20 biopharmaceutical company consortium for vendor selection, negotiation, and governance. He is the former moderator for the quarterly Linking Leaders Outsourcing Roundtable meeting, where current issues are discussed among development outsourcing heads; and, he is a regular speaker at conferences and symposia on business operations topics as related to drug development, outsourcing, vendor and site contracting, and oversight/governance. Since 2017, he has been supporting biopharmaceutical companies in this function as the Managing Member and founder of Renatus Consulting, LLC.

position: Contributor

company: Pharma Sourcing Circle

description: The Pharma Sourcing Circle is an online community that supports and empowers outsourcing managers and professionals involved in Clinical Development and Operations within the Pharmaceutical and its related service industries.

evidence_experience: "biopharmaceutical research and development industry consultant with over 25 years of business operations and outsourcing experience" and "Since 2017, he has been supporting biopharmaceutical companies in this function as the Managing Member and founder of Renatus Consulting, LLC" - all client-facing outsourcing/procurement consulting, no internal knowledge/AI function ownership.


Belal Majed

sourced_title: Managing Partner

firm: Omnex Accounting & Tax Services

headline: Managing Partner at Omnex Accounting & Tax Services

position: Managing Partner

company: Omnex Accounting & Tax Services

evidence_experience: Only role listed: Managing Partner @ Omnex Accounting & Tax Services (01/2025 - Present); no description of internal knowledge, AI, or IP-reuse function ownership.


Nikhil Nahar

sourced_title: Account Manager

firm: UST

headline: Business Growth & Strategic Accounts Leader | 18+ Years in Sales, Business Development, Strategy & Marketing | Driving Growth & Client Partnerships

about: Accomplished Business Operations and Strategy leader with over 15 years of experience, successfully scaling two startups across different industries. Expertise spans Sales, Sales Strategy, Traditional Marketing, Business Operations, and Event Planning. For the past 7 years, I've held leadership roles, guiding organizations in developing effective business strategies and scaling teams. Currently leading a team of 12, I work closely with top management on various strategic initiatives aimed at driving revenue growth for the organisation. Key Achievements: #Successfully scaled a team from 12 to 160+ members within a span of 3 years #Drafted and implemented key policies to ensure regulatory compliance for an organisation operating across two different countries #Consistently generated six-figure revenue for three consecutive years by developing and executing unique business strategies for client acquisition in both local and international markets Industry Experience: #IT & Business Consulting #Event Planning #Media & Entertainment #Banking #NBFC- Insurance I am passionate about fast-growing businesses and excited to support their expansion into new markets.

position: Account Manager

company: UST

evidence_experience: "Consistently generated six-figure revenue for three consecutive years by developing and executing unique business strategies for client acquisition in both local and international markets"


Douglas C.

publicIdentifier: douglascaraway

sourced_title: Production Operations Senior Manager

firm: Lockheed Martin

headline: Production Operations Senior Manager

about: Executive Summary Extensive consulting and operational expertise in multiple sectors of business. Demonstrated repeated success by driving exceptional results in client organizations. Responsible for mentoring and coaching C level leadership through training to sustain and or replicate performance improvements. Able to generate competitive advantage while identifying, analyzing and addressing performance opportunities. Expertise includes installing and training on Lean Concepts, Six Sigma and the use of the Toyota Production System. Douglas has demonstrated success by leading over 19 projects that averaged 26 weeks on multiple continents, which included North America, Europe and Australia. Responsible for billing over 23 million dollars and a return of over 71 million to the client savings with an average rate of return of 3.09 to 1. He is a key motivator providing mentoring and training to executive leadership. Through his analytical and critical thinking, he is able to bring resolution to many problems that faced client leadership.

position: Production Operations Senior Manager

company: Lockheed Martin

evidence_experience: "Extensive consulting and operational expertise... Demonstrated repeated success by driving exceptional results in client organizations... Responsible for billing over 23 million dollars and a return of over 71 million to the client savings"


Emily Barber

sourced_title: Human Resources Operations Manager

firm: RedCloud Consulting Inc.

headline: HR Operations Manager at RedCloud Consulting

about: I have over 10 years of Operations, Office, and Employee engagement roles. Experienced in initiating work culture to provide an outstanding work environment for all employees and have earned the reputation of being a subject matter expert, completing high-quality work with tight deadlines while maintaining a positive attitude. Experienced small HR Operations Manager specializing in human resource, event planning, IT support, marketing, & salesforce.com CRM administration.

position: Human Resources Operations Manager

company: RedCloud Consulting Inc.

description: RedCloud is a boutique Management Consulting firm based in Bellevue, WA with a primary goal of empowering businesses to realize their potential and reach peak performance. Everything we do is always executed with a complete and unwavering focus on accountability, dependability and results. We are able to achieve this by providing a broad array of both Business and IT Consulting in addition to staffing solutions to Enterprise clients. Our professional services include Strategic Planning, Process

evidence_experience: "Experienced small HR Operations Manager specializing in human resource, event planning, IT support, marketing, & salesforce.com CRM administration."

resolved_account_name: RedCloud Consulting


Meg Kenny

sourced_title: People & Operations Coordinator

firm: Albany Beck

headline: People & Operations Coordinator

position: People & Operations Coordinator

company: Albany Beck

evidence_experience: "Creative problem solver with a wealth of experience with people, space and project management."


Michelle Bellah

firm: Ipsos Strategy3

headline: Head of Business Planning and Operations at Ipsos Strategy3

company: Ipsos Strategy3

disposition: WEAK

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: No further detail provided beyond title and dates.

resolved_account_name: Ipsos Strategy3


Gen Funahashi

sourced_title: Group COO

firm: ICMG Group

headline: ICMG Group, Group COO/ICMG Co-Creation Fund/経済同友会

about: Deloitteにて、USやUKにおける製造業クライアントのクロスボーダーM&Aを手掛け、シンガポールのプライベートエクイティファンドACA Investments にて、航空宇宙及びヘルスケアファンドを運用。ICMG Groupでは、東京電力・中部電力と再生可能エネルギーや次世代インフラへの投資を行うジョイントベンチャーCleanGrid Partners及びGreenway Grid Globalを立ち上げ、東南アジアの未電化地域への電力供給を実現する等、グループ全体の投資事業を管轄してきた。また、羽田空港やきらぼし銀行をLPに迎えスタートしたベンチャーキャピタルICMG共創ファンド1号を運用。沖電気工業、北陸銀行、七十七銀行、山梨中央銀行を迎えた2号ファンドも代表パートナーとしてファンドを率いる。2016年よりシンガポールにベースを移し、インドを含むアジア全域の投資を管轄。Sequoia CapitalやGoogle、Tiger Global Managementなど世界のトップVCと共同投資を実行してきた。2023年より経済同友会に参画。I am the Group COO of ICMG Group, the founder and CEO of ICMG Ventures(VCFM licensed by MAS, Monetary Authority of Singapore) managing the venture capital funds “ICMG Co-Creation Funds”. LPs are Tokyo International Airport, OKI and regional banks of Japan. ICMG Co-Creation Fund invests in India, South East Asia, and Japan. I have been based in Singapore for over 10 years, investing in India and South East Asia as a venture capitalist and a private equity investor. Since ICMG Group started as a consulting firm 25 years ago, our group has had a wide range of extensive Japanese corporate networks. Co-Creation Fund leverages those networks to support the growth of the startup that we invested in. ICMG mainly works with CXO and the board members of large Japanese companies so we can provide direct access to decision-makers of large Japanese companies. I am also leading joint ventures with one of the largest electric power companies in Japan, Tokyo Electric Power Company and Chubu Electric Power Co, called Greenway Grid Global and CleanGrid Partners investing, building, and operating renewable energies and power grid infrastructures. As a co-founder of Greenway Grid Global and CleanGrid Partners, I am providing electricity by renewable energies to rural areas and islands in Southeast Asia. I am also a

position: Group COO

company: ICMG Group

evidence_experience: "managing the venture capital funds 'ICMG Co-Creation Funds'... investing in India, South East Asia, and Japan... leading joint ventures... investing, building, and operating renewable energies"

resolved_account_name: ICMG Group


Millena Miliotti, pmp®

publicIdentifier: millenamiliotti

sourced_title: Consultora Sr. - Especialista em Inovação

firm: Comgás

headline: Project Management | Innovation | Strategy | Hubs | Communities | Ecosystem Development | BizOps | Business Mentor | Speaker

about: In recent years, I have dedicated myself to transforming ideas into concrete projects. I am an Innovation Specialist Consultant and Project Manager. I have consistently worked on building and developing innovation ecosystems, designing strategies for innovative environments, and managing projects alongside major market players. My work is driven by the purpose of strengthening the innovation ecosystem, turning uncertainty and risk into measurable and sustainable results. With specializations in Technology and Innovation Management from EULA – USP and in Marketing 5.0 from USP/Esalq, I continuously seek to refine my leadership and innovation capabilities. My goal is to contribute with a strategic perspective and foster an environment that enables the development of innovative and sustainable businesses.

company: Comgás

evidence_experience: "I have consistently worked on building and developing innovation ecosystems, designing strategies for innovative environments, and managing projects alongside major market players."