Focus Intelligence
The company’s first production AI platform, built end to end as the sole engineer. A coordinator agent routes plain-language questions from managers to permission-scoped specialist agents that query live operational data and return evidence-backed answers.
- Speed
- Fifteen days from empty repository to running on AWS ECS behind Slack SSO.
- Permissions
- Enforced at the tool boundary — 12 typed tools across 2 specialist agents, each checking a per-module permission before execution, so the agent can’t surface data the signed-in user isn’t cleared for. 15 permission modules, 72 automated tests.
- Trust
- Built against hallucination: evidence-required answers, cross-source validation, and an explicit “unable to determine” path instead of a confident guess.
- Architecture
- Deliberately built without RAG — the questions are aggregations over relational data, where retrieval would trade completeness for relevance.
- Stack