AI features that survive contact with real users

When this service makes sense

A demo that works on five prompts is not a feature. The gap is evaluation, retrieval quality, latency and cost per request. We build the measurement harness alongside the feature, so you can tell whether a change made it better and what it costs you at scale.

What you get

• Retrieval-augmented generation over your own content
• Tool-using agents with guardrails and audit trails
• Evaluation harness so quality changes are measurable, not vibes
• Streaming UX with graceful degradation and cancellation
• Cost and latency budgets enforced in code
• On-device inference where privacy or offline use demands it