All services
Applied AI & Fractional CPTO
Production AI that is reliable — and the leadership to ship it.
There is a wide gap between an AI demo and an AI product people pay for. I take AI from prototype to production — LLMs, RAG, agents with tool and function calling, and custom MCP servers — with the evaluation, guardrails and observability that make them reliable for real users. When you need it, I also step in as a fractional CPTO: setting product and technical direction, and building the team and operations around it.
What’s included
Concretely, what you get
- Production LLM features on AWS Bedrock or Google Vertex AI
- RAG and vector search, agents with tool / function calling, MCP servers
- Model evaluation, guardrails and observability you can defend to a board
- Product strategy and roadmap — from 0→1 through to scale
- Fractional CPTO: technical direction, hiring and team leadership
- Fundraising support: technical narrative, diligence and financial modelling
Start a conversation
Sounds like what you need?
Tell me what you’re building and where it’s getting stuck. I’ll come back with a straight answer on whether — and how — I can help.
Pick a time straight from my calendar — no back-and-forth.