CONSUMER AI · TOOL INFRASTRUCTURE · 2026
Tool servers the agent can count on.
Confidential · B2C AI product
THE BRIEF
A consumer AI product needed tool servers that wouldn't break when the model did. We built the tool layer with strict schemas, deterministic boundaries, and fallback logic for hallucinated arguments or mid-call timeouts. Every call is replayable.
STACK
Schema validationDeterministic tool boundariesFallback & retry logicStructured traces
MEASURED OUTCOMES
Schema validation coverage
·
100%
Mean cold-start latency
·
180 ms
Tool call success rate
87%
→
99.4%
Tools in production
·
20