Services
AI Systems That Ship
I help teams make the hard calls early, before they become expensive.
Available for select projects. Founder-led delivery.
AI Systems That Ship
End-to-end, production-grade AI systems designed to operate reliably over time, not demos or experiments.
What I deliver:
- •AI system architecture and implementation (RAG, tools, agents)
- •Evaluation pipelines and regression testing for AI behavior
- •Synthetic user simulation to validate real-world scenarios
- •Workflow and integration design that survives production
- •Deployment planning with reliability and maintainability in mind
Intent → Executable Systems
Turning ambiguity into decisions that unblock delivery and prevent rework.
What I deliver:
- •Problem framing that reduces downstream churn
- •Clear system behavior and acceptance criteria
- •Translating product intent and UX into executable requirements
- •Making hard tradeoffs early so teams don't pay for them later
Modernization Without Breakage
Evolving legacy systems while preserving stability, compliance, and trust.
What I deliver:
- •Reverse engineering existing systems and constraints
- •Integration and data-flow mapping across real dependencies
- •Migration planning that minimizes operational risk
- •Production readiness: reliability, monitoring, and operational handoff
- •Compliance-aware system design in regulated environments
Ready to scope a project?
Tell me what you're building, and I'll outline a practical path to production.