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AI product strategy and architecture
Where AI creates value in your product and where it only adds complexity. Product direction, architecture and roadmap for LLM-based, multi-agent and RAG systems.
Dimitri Mann · Independent consultant
AI-native products and engineering, built to run in production.
Independent consultant and fractional CPO/CTO. I help technology companies turn AI from a feature into the core of the product and the operation. Based near Berlin, working with clients in Europe and the United States.
01 / Services
Three ways to work together.
02
Fractional CPO / CTO / Head of AI
Senior product and technology leadership on a retainer for founders and leadership teams: building AI-first engineering teams, agentic development workflows and production-grade AI infrastructure without a full-time hire.
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Operations automation
Redesigning operational workflows from first principles and replacing manual processes with intelligent, compliant automation, with a focus on regulated markets.
02 / About
Operator first, advisor second.
Thirteen years building and scaling products from zero to nine-figure revenues in insurance, fintech and SaaS. Three times a founder, with product, engineering and data organisations of 50+ people, 50+ products shipped and €40M+ in venture funding raised, operating at board and investor level in regulated, high-growth environments.
The last three years have been about AI-first products built from the ground up: LLM orchestration, multi-agent systems, RAG architectures and the engineering workflows that keep them in production.
- 13
- years
- 3x
- founder
- 50+
- people led
- 50+
- products shipped
- €40M+
- raised
03 / Contact