How agents stay reliable
Production AI needs routing, guardrails, and feedback loops baked in from the start.
Capture intent
User jobs drive what the agent should do
Route tools
Retrieval, APIs, and fallbacks with budgets
Measure live
Evals, latency, and cost under real traffic
We integrate AI where it improves the product, not where it demos well. Tool routing, retrieval, guardrails, and observability are designed alongside the mobile or web experience so agents stay reliable under real traffic.
What you get
- Prompt and tool architecture
- On-device or API model integration
- Monitoring, fallbacks, and iteration loops