A disciplined operating system for enterprise deployment.

Before we write a line of code, we map the current workflow end-to-end — actors, systems, decisions, handoffs, and the moments where time leaks. The map is the contract for what the agent will and won't own.

Every system the agent reads from or writes to, with auth method, rate limits, owner, and failure mode. APIs we trust, APIs we wrap, and the manual seams we deliberately leave for humans.

Allow-lists for tools and recipients, hard thresholds on dollar amounts and external sends, role-based scopes, and a kill switch your team controls. The agent never has more authority than the role it replaces.

A versioned set of real inputs with expected outputs we run on every change. New prompts, new models, new tools — nothing ships until it passes the eval and the regression set.

Structured logs of every input, tool call, model response, and human decision. Dashboards for volume, latency, override rate, and cost. If something looks off, you can answer 'why' in one query.

A written runbook your team owns: how to pause the agent, how to read the logs, how to update the prompts and evals, and the escalation path back to us if something genuinely breaks.

Weekly review of eval results, override rate, and exception queue. We retire prompts that regressed, tighten thresholds that fired too often, and add the new edge cases your team found.