01
Home services
HVAC, plumbing, electrical, roofing, restoration, and other estimate or service businesses.
Explore home servicesWorkflow-aware automation
AI automation for the work that keeps professional businesses moving.
MPR starts with the real handoffs: inquiries, appointments, documents, customer communication, follow-up, and owner visibility. The technology follows the workflow.
Initial focus areas
Different industries. Similar operating questions.
Where does a request enter? Who responds? What context is missing? Which next step is easy to forget? What needs professional judgment? MPR maps those questions before choosing the automation.
02
Law firms
Intake, scheduling, document organization, client communication, follow-up, and approved summaries.
Explore law firms03
Insurance agencies
Lead intake, service questions, document collection, renewal work, routing, and CRM discipline.
Explore insurance agenciesThe common operating model
People keep judgment. Systems carry the repeatable steps.
Capture the signal
Bring inquiries, messages, documents, and requests into a workflow the business can see.
Prepare the next step
Use AI for acknowledgment, classification, summaries, routing, drafting, and task preparation.
Make exceptions visible
Route uncertainty, missing context, sensitive content, and overdue work to a human owner.
Measure the change
Compare response, follow-up, workload, and business signals against the baseline.
See the workflow before you choose the tool.
Start with the operational problem, not a generic AI feature list.