From a five-day architecture decision to a production build: senior-led delivery for teams that need a working system, not an open-ended experiment.
Turn a fuzzy AI opportunity or fragile prototype into a bounded system, risk register, and staged implementation plan.
Production integrations across APIs, business tools, documents, and existing workflows—with explicit permissions and recoverable failure paths.
A custom Model Context Protocol server built around your API, service, or data—with authentication, input validation, safe network boundaries, and typed failures.
Build a bounded agent workflow that can call tools, resume work, handle errors, and keep a human in control of consequential actions.
A retrieval system designed around source quality, permissions, citations, evaluation, and the questions people actually ask.
Review and repair the missing layers between a convincing demo and a system that can handle users, failures, cost, and operational scrutiny.
The Architecture Review turns a use case, prototype, or delivery opportunity into a defensible implementation plan in five business days.