Deniz Çeliköz-AI Transformation & Interim Executive — AI Operating Models, Agentic AI, Governance in Regulated Industries
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Experience
Associated Partner
MHP – A Porsche Company
- Cluster Digital Service Officer to accompany digital service development from idea to market; ideation, business model innovation, observing technology & automotive trends and competitors.
- Service Owner for R&D Performance, including Portfolio, Quality, Innovation, Analytics, KPIs and relationship management of machine learning partners.
- Consulted a Tier-1 supplier on automotive interior design strategy considering mobility scenarios.
- Designed future operating model for IT & Digital Service Integration for a large energy merger.
- Managed location, network & infrastructure project for an IT company of a large automotive OEM.
- Conducted DNA and branding workshops for a new OEM in automotive in Turkey.
Founder / Independent Interim Manager / Advisor
Performance Excellence Consulting
AI, Generative AI & Agentic AI
- Built and governed the global commercial AI portfolio and governance framework and initiated an AI community across affiliates at a large pharmaceutical company — created enterprise-wide AI transparency and collaboration, eliminated duplication, and enabled prioritization, reuse, and scalability (consolidated over 200 initiatives).
- Designed enterprise AI Operating Model blueprints for regulated industries — governance structure, capability and technology layers for scalable, safe AI deployment (the AI decision layer).
- Served as Lead AI champion: senior-leader mentoring, organization-wide AI upskilling and change management, driving GenAI adoption and ethical / responsible-AI compliance (upskilled 120 leaders; adoption 20→98%).
- Built AI agents to support the Business Planning & Review process in pharma and co-architected the custom multi-agent orchestration framework — hands-on agentic AI, bridging AI strategy with execution.
- Conducted AI Opportunity Scans across the pharma industry — prioritized use cases by value, feasibility, and strategic fit; generated an actionable initiative portfolio.
- Co-designed a knowledge-management ecosystem and deployed a "Single Search" platform, defining behavioral principles for AI-ready data.
M&A, Carve-outs & Post-Merger Integration
- Designed and program managed governance frameworks and led Day 1 and the operating model for a EUR 4B chemicals carve-out, integrating agile PMI across Finance, IP, Legal, Procurement, and Engineering.
- Interim CIO for a CHF 2B consumer-goods carve-out — planned the full IT migration: infrastructure, applications, end-user computing, organization, roles, and governance.
- Led program governance, closing, and the carve-out PMO for a EUR 1B chemicals divestment to a private-equity group — achieved Day 1 readiness including transition-services agreements.
- Architected customer-service and technical-support operating models and ran field-force effectiveness (KAM, segmentation, KPIs) in chemicals during a PMI.
- Directed digital strategy, portfolio, and customer experience as interim CIO in agro-chemicals.
Business & Operating Models, Transformation & Program Management
- Enterprise Agile Operating Model Expert at a large pharma company, pioneering business and operating model transformations, including fluidity and behavioral change.
- Led business-model implementation for a new retail strategy extending the value chain for a consumer goods company.
- Implemented new commercial strategy at a global agro-chemical / chemicals client and benchmarked organizational structure, processes, roles, and governance after a large transformation.
- Aligned goals, interdependencies, joint roadmaps, and resources across five strategic programs of a food company.
- Enhanced business-case evaluation methodology with risk and uncertainty modeling for new digital solutions across pharma and chemicals.
- Managed the finance and process workstream of a large pharma capital-expenditure program — business cases, demand management, and procurement optimization.
- Led self-service BI at a process-manufacturing company, including communication.
- Managed a pharma logistics-outsourcing project, including operating models and partnering.
- Led business development of a cash-logistics company — marketing, pricing, route optimization, modeling.
Senior Associate
McKinsey & Company
- Developed 5-year strategy and target operating model of a large logistics company.
- Restructured organization and improved operations and data quality of a healthcare provider.
- Formulated business plan for marketing and key account management of a high-tech company.
- Harmonized IT infrastructure, applications and BI projects in banking & healthcare analytics.
Project Manager
HighQ-IT
- Managed SAP ERP & BI projects; designed information-excellence tools for right decisions.
Project Manager
Nexum / REWE Group
- Co-managed SAP Strategic Enterprise Management implementation at a large European retailer with external partners involved; sold offshore internet & BI projects and provided consulting.
Engineer / Project Specialist / Product Manager
AKSA Akrilik / Karma International / Canon (Turkey)
- ERP, BI, and product-management roles — saved ~$50K/month on rebates via a price-information flow system, cut a 16-office European returns cycle by 50%, reduced monthly cost reporting from 25 to 7 days, and drove go-to-market for Canon's IR110 printing/copying line.
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Manufacturing, Retail, Transportation, Chemical, Food and Beverage, and Pharmaceutical.
Business Area Experience
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Experienced in Information Technology, Project Management, Business Intelligence, Operations, Supply Chain Management, and Strategy.
Summary
Top-tier-trained senior strategist and interim executive with 30 years' experience across pharmaceuticals, chemicals, and automotive. Combines ex-McKinsey / INSEAD strategy depth with hands-on Generative and Agentic AI delivery. Builds the enterprise AI decision layer — governance, portfolio, and operating model — and leads complex carve-outs, PMI, and transformation programs end to end.
Skills
- Ai Operating Model Design
- Enterprise Ai Governance
- Ai Portfolio & Prioritization
- Agentic Ai / Ai Agents
- Generative Ai Adoption
- Responsible & Ethical Ai
- Ai Opportunity Scans
- M&A
- Carve-Outs
- Post-Merger Integration (Pmi)
- Target Operating Model
- Interim Cio / Cdo
- Transformation & Change Management
- Program / Pmo Leadership
- Ai-Ready Data & Knowledge
Languages
Education
INSEAD
Executive MBA · Strategy & Mergers & Acquisitions · France
Middle East Technical University
BS · Industrial Engineering · Turkey
Certifications & licenses
Artificial Intelligence: Business Strategies and Applications
UC Berkeley
Artificial Intelligence: Implications for Business Strategy
MIT
Competing in the Age of Digital Platforms
Harvard Business School
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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