AI features that ship — and stay shipped.

Claude, GPT, Llama, Mistral. We pick what fits the latency, privacy and cost profile — not the headline.

Retrieval pipelines tuned per domain, with eval suites you can run on every change.

Multi-step actions with rollback, guardrails and human-in-the-loop where it matters.

Production observability for prompts: token cost, latency p99, regression alerting.

Small models running locally for privacy-sensitive flows where data shouldn't leave the device.

Caching, prompt distillation, fallback hierarchies. We bring AI bills down month-over-month.