AI Practice
/// evals
Evals & observability
We treat LLM apps like any other production system — offline evals, online evals, regression suites, tracing and token budgets.
LangSmithBraintrustOpenTelemetry
/// How we deliver
Production AI,
not demo-AI.
Every AI feature we ship is wrapped in the same discipline as the rest of our production systems — offline evals, online evals, tracing, cost budgets and rollback.
We pick the right model per job (OpenAI GPT-5, Anthropic Claude Sonnet 4.5, Google Gemini 3, Gemini Nano Banana for images) and we stay portable — no vendor lock-in.
You own the prompts, the eval sets, the observability, and the infra. We leave you a system you can run, not a black box.