Five phases. Nothing goes live until you say so.

Ingest

We sit inside the business for a week. Inbox, SOPs, CRM, the spreadsheet on Janet's desktop, the calls you recorded last quarter. We are reading, not advising.

Shadow the operators doing the work. Read five years of context. Ask the questions an outside engineer would ask on day one.

A clean picture of how work actually moves through your business, not how the org chart says it does.

Map

We turn what we read into a written automation map. Ranked. With math.

Score every workflow on volume, repetition, error cost, and how well current models can handle it. Show our work.

A ranked list of workflows to automate, a ranked list to leave alone, ROI per workflow, and a recommended build order. You can stop here if you want.

Build

We build the agent workflow. Prompts, tools, retrieval, approval logic, routing, the connectors into your stack.

Engineer the system end to end. Run it against historical cases from your business until it behaves the way your best operator behaves.

A working system. Tested against your real data, not a demo dataset. Documented so an engineer at your company can read it.

Deploy

The system goes live. Under your accounts, on your stack, with a human review checkpoint at every step that could embarrass you.

Ramp the system from shadow mode to assisted mode to live, with the team watching. Train the people who will use it day to day.

A system running in production, a team that knows how to operate it, and a written runbook for the day we are not on the call.

Optimize

Once a month we sit with the system. Accuracy goes up. Cost goes down. New automations adjacent to it get easy.

Review failure cases, tune prompts and routing, watch the cost curve, surface the next workflow worth building.

A monthly one-page report. A system that is cheaper and more accurate than the month before. A short list of what to build next.