AI Engineering Transformation
Pragmatic adoption of applied AI, coding agents and AI-assisted delivery workflows across engineering organizations.
Selective advisory for applied AI transformation
Applied AI transformation for engineering organizations that need judgment, discipline and senior execution.
Felix Lehmann-Bohr advises CTOs, engineering executives and investors on turning applied AI from experimentation into a governed software delivery capability.
Focus
Where I help
Focused advisory for organizations with a serious transformation agenda. Engagements are selective and typically begin through a trusted introduction or a clearly scoped executive conversation.
Agentic SDLC Operating Model
From individual tool usage to governed, repeatable workflows across analysis, implementation, review, testing, QA and documentation.
Cloud-native Platform Modernization
Executive sparring on AWS, serverless architecture, platform strategy and modernization of business-critical software ecosystems.
Credibility
Executive engineering judgment, grounded in technology and management.
I combine senior engineering leadership with a technical foundation in software, infrastructure and business information systems — and an executive management perspective shaped by an MBA. My advisory lens treats AI adoption as a change in architecture, operating model, quality controls, leadership routines and organizational behavior.
- 20+ years across software engineering, cloud platforms, enterprise technology and engineering leadership
- 9+ years in senior engineering leadership roles, including leadership-of-leaders responsibilities
- Led multidisciplinary engineering organizations spanning applied AI, architecture, frontend, backend, mobile, DevOps, QA automation and platform services
- Initiated applied AI adoption with OpenAI Codex, Claude Code and Claude Managed Agents across major parts of the software delivery lifecycle
- Led AWS serverless platform modernization in direct collaboration with AWS teams over a multi-year engagement
- Academic foundation across computer science, business information systems and executive management, including an MBA from HHL
Engagement formats
Selective, senior-level advisory by trusted introduction.
Executive Advisory
Monthly sparring for CTOs, VPs Engineering and transformation leaders on AI adoption, operating model and platform strategy.
AI Engineering Assessment
A focused review of toolchain, SDLC, governance, team readiness and value opportunities with an actionable roadmap.
Leadership Workshop
A structured session for engineering leaders on applying AI safely and effectively across software delivery.
Profile
About Felix Lehmann-Bohr
Felix Lehmann-Bohr is a Berlin-based engineering executive and applied AI leader focused on AI transformation, agentic software delivery and cloud-native platform modernization. His work combines senior engineering leadership, cloud-native architecture, AWS serverless modernization and executive operating model design.
Next step
For CTOs, engineering executives and investors with a serious applied AI transformation mandate.
I usually engage through trusted introductions, executive referrals or existing professional relationships. Introductions are typically made through mutual contacts or LinkedIn. This keeps advisory work selective, context-rich and focused on serious transformation mandates.
Engagements begin through trusted introductions