Gabriel Millien

CEO

Chicago, Illinois, United States18 yrs 1 mo experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Founded Fortune 500 AI Incubator, generating $2M+ revenue.
  • Achieved $20M+ savings through AI and digital transformation.
  • Trained 200+ leaders in AI and data strategy.
Stackforce AI infers this person is a B2B AI and Digital Transformation Architect with extensive experience in operational excellence.

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Skills

Core Skills

Ai StrategyAi TransformationDigital TransformationContinuous ImprovementBusiness Model InnovationLean-agile TransformationBusiness Transformation

Other Skills

Industry 4.0Generative AIAI GovernanceRobotic Process Automation (RPA)Enterprise AIArtificial Intelligence (AI)Machine LearningProject ManagementAI AgentsCloud ComputingAgile CoachingAI SolutionsLeanSix SigmaData Analytics

About

Your company has already invested millions in AI. Your board is still waiting for the ROI. Why? That's not an AI problem. That's an execution gap. I've spent 15+ years leading AI, digital, and technology transformation at Fortune 500s across pharma, manufacturing, and consumer goods. I build the data foundations, governance systems, and operating models that turn AI investment into measurable returns. Most organizations never get there. The budget is spent. The models are built. But the ROI never shows up. Something breaks between strategy and deployment. I call that breakdown The AI Execution Gap. Closing it is what I do. What that looks like: → Founded a Fortune 500 AI Incubator. Full ML lifecycle from data pipelines to production. Time-to-market down 53%. $2M+ in new revenue year one. → Led AI and digital transformation at a global consumer goods company. $20M+ in annual savings. Cycle times cut 47%. Built the data foundations that made AI possible. → Architected data and AI governance frameworks in regulated industries. Accountability up 70%, risk exposure down 35%. → Trained 200+ senior leaders in AI, data strategy, and digital platforms. Fluency up 60%. → Before Fortune 500s: United Nations across Latin America, Caribbean, Asia. $1B+ in economic impact. Execution matters most when the margin for error is zero. Career impact: $100M+ in transformation-driven ROI. My approach is rooted in dual transformation: build foundations that drive results now while re-engineering business model DNA to compete long-term. Not one or the other. Both. Four layers working together: • Data & Digital Foundation • AI Strategy • AI & Data Governance • Operational Execution Frameworks I've developed: • The AI Execution Gap: why AI investment stalls before producing returns • Enterprise Agent Stack: deploying AI agents responsibly at scale • 3C AI Leadership Model: Clarity, Control, Capability • AI Trust Stack: what makes enterprise AI trustworthy • Agent Readiness Index: scoring readiness for agentic AI I advise C-suites and boards on the full journey. Data infrastructure through AI deployment. Pharma, manufacturing, consumer goods, regulated environments where mistakes cost more than money. The gap between AI investment and returns has a name. And I close it. Background: Kellogg CDO • MIT Industry 4.0 • WashU MBA • Georgia Tech MS Cybersecurity • NACD Board Certified • Lean Six Sigma Master Black Belt Languages: English • French • Spanish • Haitian Creole • Mandarin I'm Gabriel Millien. Follow for AI execution insights, not hype.

Experience

18 yrs 1 mo
Total Experience
3 yrs 5 mos
Average Tenure
5 yrs
Current Experience

Galson research

Technology & AI Strategy Advisor

Jan 2025Present · 1 yr 3 mos · United States

  • As a Technology & AI Strategy Advisor at Galson Research, I play a key role in providing expert guidance to clients at every stage of their technology initiatives. I collaborate with leaders to develop innovative solutions and advise on the implementation of AI technologies to drive business growth and operational efficiency.
Industry 4.0Generative AIAI GovernanceRobotic Process Automation (RPA)AI TransformationEnterprise AI+3

Quantumops consulting, llc

CEO, AI and Technology Advisory | Digital Transformation

Sep 2023Present · 2 yrs 7 mos · United States · Hybrid

  • As an experienced AI and technology consultant, I offer strategic guidance to Fortune 500 companies, enterprises, non-profits, and startups. I help organizations unlock the full potential of these disruptive technologies to drive digital transformation and business growth.
  • My suite of services is comprehensive, spanning AI strategy, Identification and implementation AI use cases, data strategy, process automation, and the creation of pioneering digital business models.
  • With a deep understanding of industry dynamics and emerging trends, I help organizations forge successful go-to-market strategies, enabling them to leverage AI and technology as a differentiator. My advisory services are tailored to the unique needs of each client, ensuring that they gain a competitive edge and thrive in the digital age.
  • By partnering with me, organizations can expect unparalleled expertise, actionable insights, and measurable results in their AI and technology initiatives.
  • Results Highlights
  • Implemented AI solutions, cutting inefficiencies by 40%, saving $500K+ annually, boosting client satisfaction by 25%
  • Designed Lean and Six Sigma training programs, heightening improvement capabilities across cross-functional teams
  • Directed advanced data analytics projects, enhancing operational effectiveness by 45% and diminishing costs by 35%
  • Aligned CI initiatives with organizational goals, engaging stakeholders to sustain improvements and long-term impact
Project ManagementGenerative AIAI GovernanceAI AgentsCloud ComputingAI Strategy+6

Ul

Global Director, Ops Innovation | Digital Transformation | AI Incubator ( Modeling & Simulation )

Jun 2021Oct 2023 · 2 yrs 4 mos · Greater Chicago Area

  • Lead the global Operational Innovation team which focuses on leveraging AI/ Industry 4.0/5.0 technologies to enhance our core business operations while building the foundations for long term digital business model innovation.
  • The team is responsible to help increase UL’s enterprise value and further differentiate and distinguish the UL brand by improving employee and customer experiences through a broad range of digital innovations such as applied modeling, artificial Intelligence, machine learning, data science applications, simulation, robotics, and intelligent automations.
Project ManagementIndustry 4.0Generative AIAI GovernanceBusiness TransformationDigital Strategy+14

Ai for good foundation

Council for Good Member | AI for Good

Apr 2021Present · 5 yrs

  • The Council for Good is a place for AI and ML innovators, policy makers, social change shapers, and nonprofit stakeholders – all aligned on this path of getting the good done as outlined in the 17 SDGS by the United Nations.
  • This community of collaborators are supported by our Core Team members and Volunteers as they join hands, minds, and machines to collectively take on bigger and more urgent challenges.
Project ManagementGenerative AIAI GovernanceAI AgentsDigital StrategyCloud Computing+8

Nestlé purina north america

3 roles

Senior Manager, Strategic Planning | Business Model Innovation & Incubation

Jan 2020Jun 2021 · 1 yr 5 mos

  • Lead strategic assessments for identification, delivery of long-term disruptive business growth strategies and white space opportunities exploration by assessing emerging trends, futuristic technologies to build, test, learn and create new/disruptive digital business models and revenue streams.
Project ManagementIndustry 4.0AI GovernanceBusiness TransformationDigital StrategyDesign Thinking+11

Head of Enterprise Lean-Agile Business Transformation & Acceleration | Head of Lean-Agile CoE

Promoted

Dec 2016Jan 2020 · 3 yrs 1 mo

  • Brought into this leadership role to architect and launch the enterprise-wide Strategic Lean-Agile Business Transformation and Initiatives program, as well as to build the center of excellence (CoE) to drive innovation and cross-functional collaboration at scale in order to simplify, streamline, and optimize operations and accelerate business results. Collaborated with C-suite stakeholders and business units to lead enterprise change management and capability building.
  • ►Lead the design and deployment of key enterprise wide strategic business transformation initiatives to drive efficiencies and synergies across our North American Operations.
  • ►Deploy and manage critical portfolio of programs across the organization to drive greater speed to market, organizational agility, customer centricity and significant cost savings exceeding $20MM.
  • ►Work with key executive stakeholders across the organization to develop effective strategies to drive End-to-End operational and Agile ways of working.
  • ►Lead cross functional Lean-Agile Business Transformation and Acceleration center of excellence ( Pillar ) to build capabilities around change management, greater organizational agility, strategy deployment, leadership development, advanced problem solving, and customer centricity.
  • ► Drive step change and breakthrough results through Rapid improvement initiatives/Kaizen events/Value Chain activation/Lean-Agile methodologies and tools.
Project ManagementIndustry 4.0Change ManagementBusiness TransformationDigital StrategyRobotic Process Automation (RPA)+11

Strategic Goal Alignment and Business Transformation Lead

Sep 2015Dec 2016 · 1 yr 3 mos

Project ManagementChange ManagementBusiness TransformationDigital StrategyRobotic Process Automation (RPA)Design Thinking+3

Pfizer

Strategic Planning & Business Transformation Lead| Agile Processes/Framework Deployment Lead

Oct 2014Sep 2015 · 11 mos · Greater St. Louis Area

  • Led strategic business planning and successfully deployed enterprise agile transformation that increased speed of decision making, maximum efficiency and a more decentralized organizational structure.
Project ManagementIndustry 4.0Change ManagementAI GovernanceBusiness TransformationRobotic Process Automation (RPA)+6

Sanofi

Operations Management | Business Transformation Lead |Large scale transformation Initiatives

May 2011Sep 2014 · 3 yrs 4 mos · United States

  • Hired to oversee and transform the manufacturing process of human and animal drugs. Successfully leveraged design thinking, data analytics, and digital transformation principles to drive operational excellence and savings.
  • ►Drove multiple process innovation/transformation programs that achieved yearly savings exceeding $1M.
  • ►Designed global training program which improved efficiency by 60%, safety by 46%, and quality by 39%.
Project ManagementIndustry 4.0Change ManagementAI GovernanceBusiness TransformationRobotic Process Automation (RPA)+6

Unido

Consultant, Business Transformation, Strategy & Innovation

Jan 2008Apr 2011 · 3 yrs 3 mos · LATAM & Caribbean Region | Asia

  • Developed growth strategies, resulting in a $1B impact on regional commerce and GDP.
  • Negotiated international contracts, achieving $90M in annual savings.
Business TransformationIT Enabled Business TransformationContinuous Improvement

Education

Northwestern University - Kellogg School of Management

Executive Education | Chief Digital Officer Program — Digital Innovation and Transformation

Mar 2022Mar 2023

MIT Sloan School of Management

MIT Advanced Technical and Operations Leaders Program - Industry 4.0/5.0 and ESG focus

Jan 2022Sep 2022

Georgia Institute of Technology

Master of Science - MS — Cybersecurity

Jan 2026Present

Washington University in St. Louis - Olin Business School

Master of Business Administration — Strategy and Innovation

Fudan University

MBA — International Residency and exchange in China

Southeast Missouri State University

Bachelor of Science (BS) — Industrial Engineering & Technology

Webster University

Bachelor of Arts (B.A.) — Management (Healthcare Administration)

Universidad APEC

Advanced Diploma in Spanish — Spanish Language and Literature

Harvard Business School

HBX/CORe: Credential of Readiness

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