Engineering discipline, not theater.
We bring Silicon Valley engineering culture to companies that don't have it of their own — without the slide-deck flavor. Senior teams, real ownership, honest sequencing, and the operational discipline to keep what we ship running.
Four phases. Senior teams on every one.
A focused engagement with the people closest to the problem. We come back with a written problem statement, a target architecture, and the sequencing we'd recommend — including what to defer.
No three-month "design phase." We work in vertical slices that go to a real environment, with real telemetry, from week one. Reviews are demos, not status meetings.
For most clients we host and operate the system on their behalf — Kubernetes platforms, GitOps delivery, on-call rotations, runbooks. The team that built it is the team that runs it.
When you're ready, we hand over to your internal IT team with documentation, runbooks, dashboards, and training. Not a “throw the code over the fence” handoff — a real one.
Six things every agent we ship has, on day one.
Function-calling middleware enforces RBAC at tool-call time. Agents only see and do what the calling user is allowed to.
Hybrid lexical + vector retrieval. Citations on every claim. No bare-LLM answers shipped to users.
Outputs validated against schemas the rest of your system can consume. No string-matching hacks.
Every run logged with full inputs, tool calls, and outputs. Reproducible from a single trace ID.
Test suites for faithfulness, citation match, and policy. Regressions break CI before they break customers.
Latency, tool-call success, eval scores wired into the same Prometheus / Grafana stack as the rest of the platform.