COO · Founder · Keynote Speaker
Finn Thieme
Scaling AI beyond the hype.
Chief Operating Officer at P3 re:invent, founder, and keynote speaker on AI transformation. I treat AI as a tool, never the objective — one that earns its place only when it's built into the day-to-day and its value can be measured. And, yes — the opposite of a petrolhead.
Certified
- Project Management Professional (PMP)®Project Management Institute · 2023
- Certified SAFe® 6 Release Train EngineerScaled Agile · 2024
- Professional Scrum Master™ II (PSM II)Scrum.org · 2023
- Certified LeSS PractitionerLess.works · 2022
- All 13 certificationson the CV
Positioning
From AI pilot to enterprise scale
I help enterprises turn AI from isolated pilots into scalable, governed, production-grade systems — combining hands-on AI product ownership with cross-industry transformation experience in Telco, Energy, and Financial Services. The agile and change-management years are not a previous chapter; they are why the AI work reaches production.
- 01
Enterprise AI scaling & operating models
Getting AI from proof of concept into production: where the capability sits, who owns it, how it is funded, and how delivery flow is designed around it.
- 02
AI product ownership & portfolio management
Treating AI capabilities as products with owners, roadmaps, and lifecycles — and managing them as a portfolio rather than a queue of experiments.
- 03
AI governance, risk & responsible AI
The controls that let an organisation run AI in production: accountability, explainability, risk review, and a designed response for when a system is wrong.
- 04
Cross-industry transformation
Programmes across telecommunications, energy, automotive, and financial services — sectors with different regulators, data realities, and delivery cultures.
- 05
Agile & change-management foundation
Scaled agile delivery, SAFe portfolio management, and change management as the enabler of AI adoption, not as a previous chapter.
Topics
- AI Transformation
- Post-Agile Organizations
- Electromobility
- Photography
Off the clock it's analogue photography, which shows up on the blog alongside the work.
Writing
Latest posts
- AI2026
Agentic AI: When Your AI Actually Does the Work
AI agents don't just answer questions — they complete multi-step tasks end-to-end. Here's what that shift actually means for how enterprises operate.
Read → - AI2026
Why Most Enterprise AI Projects Stall — And What the Survivors Do Differently
Only about a third of companies are successfully scaling AI. The failure modes are predictable. So are the patterns that lead to success.
Read → - AI2026
AI-Readiness: Five Questions Every Leadership Team Should Answer Before Scaling
Before your organisation scales AI, five diagnostic questions reveal whether you're ready — or what needs to be fixed first.
Read →
In short
Questions, answered
Who is Finn Thieme?
Finn Thieme is Chief Operating Officer at P3 re:invent, the innovation unit of P3 Group, based in Dortmund, Germany. He works on enterprise AI scaling, AI operating models, and AI governance, and has led transformation programmes across telecommunications, energy, automotive, and financial services.
What does Finn Thieme do?
He helps enterprises move AI from isolated pilots into scalable, governed, production-grade systems. In practice that means AI product ownership, portfolio and operating-model design, and the governance an organisation needs to actually run AI in production rather than to demonstrate it.
Why does an agile and transformation background matter for enterprise AI?
Because AI adoption fails on organisational conditions far more often than on technology. Scaled agile delivery, SAFe portfolio management, and running an agile training company are the foundation for the operating-model work: ownership, flow, and change management are what let an AI system reach production.
Which industries has Finn Thieme worked in?
Telecommunications, energy, automotive, and financial services. His electromobility work at innogy SE and Vaylens covered EV charging infrastructure and backend protocols such as OCPP. His enterprise AI and transformation work at P3 re:invent spans European automotive OEMs and tier-1 suppliers alongside telco, energy, and finance.
Where is Finn Thieme based and what languages does he work in?
Dortmund, North Rhine-Westphalia, Germany. He works in German at native level and English at full professional level, on programmes for European enterprises. The full postal address is published in the imprint on this site.
What does Finn Thieme write about?
Why enterprise AI projects stall, agentic AI, AI readiness for leadership teams, post-agile organisations, and electromobility. Every post is published on this site and available as an RSS feed, with sources cited inline so the underlying claims can be checked.
How do you contact Finn Thieme?
By email at finn@finnthieme.de, or through LinkedIn. Speaking enquiries and enquiries about enterprise AI, operating models, and governance all reach the same inbox. The contact page on this site lists both routes and the postal address.
Work together
Stuck between AI pilot and production?
Keynotes, workshops, and advisory on AI transformation, AI operating models, and governance — in English or German, from Dortmund.