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Use Cases

What we've shipped, and where the AI actually sits.

Everything here is running in production on a real system of record. Each one says what the model does, what the rules do, and which system the work landed in. Some have no AI at all. We'll tell you why.

Show only builds where a model does part of the work.

AI Front Door

Agents that answer the phone, the text, and the chat window, and write what happened back to the record.

AI Inside the Workflow

Models that read the intake or the lab report and draft the plan, with a rule and a person between the model and the record.

Automation Backbone

The deterministic plumbing that moves every event into the CRM and fails loudly when it can't.

Revenue Operations

Commissions, territories, dealer status, and partner attribution built inside the CRM so the numbers tie out rep-for-rep.

Data You Can Trust

Read-only audits, migrations with rollback, and forensics on the syncs that went quiet.

Decision Dashboards

Dashboards that answer a question and show how every number was calculated.

Let's talk about your systems.

Thirty minutes. Bring the tool nobody trusts and the AI pilot that stalled. You'll leave with a read on what's fixable in weeks.

We'll respond within 24 hours.