Tool-using agents that triage, route and follow up inside written guardrails, with an audit log and a kill switch.

Thirty minutes. You bring one process, we map what it would take.
One to two weeks. We measure the baseline and rank the options.
Four to eight weeks. We ship into production on your stack.
Monthly and optional. Monitoring, evaluation runs, upgrades, the next use case.
An automation runs a fixed sequence you defined. An agent chooses which tools to call based on what it finds, inside limits you defined. We use agents only where the branching is genuinely open-ended.
Four layers: an agreed tool list, approval queues for high-consequence actions, a log of every action with its inputs, and a kill switch tested during the build rather than after an incident.
The build is typically four to eight weeks, then shadow mode runs for a period you choose. During it the agent proposes actions against live input and takes none.
No discovery marathon. Bring one process that costs your team hours and we will map what an integration would look like in a free 30-minute working session.