Fractional CTO for AI Products
Anyone can build an AI demo now. Getting agents, RAG, and LLM platforms to survive real users, real data, and real cost constraints is engineering — and it's where most AI products die. We've shipped 10+ production AI systems. That's the leadership layer your AI product needs.
Operating experience, not advisory
Production AI Agents
Agents that control real interfaces, hold memory across sessions, and run inside orgs — single agents to managed fleets.
LLM Platform Architecture
Multi-model routing, streaming, multi-tenancy, token-level cost analytics. The full stack under an AI product serving enterprise clients.
RAG & Knowledge Systems
Hybrid vector search, ingestion pipelines, crawling, OCR — knowledge platforms that answer correctly from your customers' real documents.
AI-Native Development Practices
Agentic coding pipelines, self-maintaining codebases, senior review gates. We use them daily on our own products before bringing them to yours.
Model & Cost Strategy
Which models, which providers, what fallbacks — and how to keep the token bill from eating your margin as you scale.
From Demo to Production
You have a prototype that impressed everyone. We build the architecture, evals, and guardrails that make it dependable.
Who This Is For
Founders building an AI product
You have the market insight and maybe a prototype. You need the architecture, the team, and the shipping cadence to turn it into a platform.
Teams whose agent demo stalled
The demo worked; production didn't. Cost blowups, hallucinations, brittle integrations — these are architecture problems, and they're fixable.
Companies adopting AI development
You want your team building with AI tools without the quality collapse. We bring the practices, pipelines, and review gates.
Outcomes
- AI product architecture from a team that ships its own AI systems
- Costs, evals, and reliability engineered in — not patched on later
- Your team leveled up on AI-native development practices
- Starts with a fixed-price Architecture Sprint — no long-term commitment to find out
Need a technical leader who's done this before?
Tell us about your company and your product. We'll give you an honest answer on whether we're the right fit.