AI System Architecture

Build a versioned evaluation set and a regression gate that can reveal where a system starts to fail.

Bring evidence, state, approvals, and recovery together in an inspectable travel-planning system.

Design stage contracts that catch malformed data, unsupported interpretations, and broken business rules.

Map the responsibilities of models, tools, data, and application code before connecting them into a system.

Resolve a support case with evidence, account permissions, clear escalation, and verified outcomes.