An agent that does the task, not a chatbot that describes it.
We build agents that take a job from start to finish inside your systems: triage the inbox, draft the quote, update the CRM, chase the missing document, prepare the report. Each one has defined tools, hard limits and an approval step wherever a mistake would cost money.
What it costs to leave it as it is.
Chat is not work
A chatbot answers a question. Somebody still has to do the thing it described, in four different tools.
Autonomy without limits
An agent with open access and no guardrails is a liability. The value is in what it is allowed to do, and what it must ask about.
Pilots that never ship
Demos are easy. Getting one agent reliable enough to leave running on a real workflow is the part most teams never finish.
Four steps, run by an operator who has done it before.
With an engineering bench building in the background. Scope and timeline are written into your agreement before we start.
Pick the workflow
One repeatable job with a clear finish line and a result you can measure.
Define tools and limits
Exactly which systems it can read and write, what it can spend, and where it stops and asks.
Build and test on real cases
Run it against your historical work, score the output and fix the failures before it touches a live record.
Launch with oversight
Approval queues, a log of every action, alerts when it is unsure and a way to switch it off.
The disciplines behind this build.
From the three phases every engagement runs. Tap a card for the diagram; each is explained in full in the playbook.