Conservative
$300kA handful of niche agencies on a focused submission workflow.Loading
Preparing the MinuteWork public site.
Preparing the MinuteWork public site.
Example blueprint
AI intake and submission desk for independent insurance agencies.
Built from the workflow of a commercial insurance broker: quote requests, document chasing, carrier-ready packets, and producer review turned into an AI workforce under the operator's name.
Modeled example, not a customer case study
From a commercial insurance broker
AI intake and submission desk for independent insurance agencies.
Conservative
$300kA handful of niche agencies on a focused submission workflow.Expected
$1.5MSteady niche expansion through one regional producer network.Upside
$6MNational rollout through agency-to-agency trust.Operator background
The raw material is a 10-15 year commercial insurance operator: submissions, renewals, ACORDs, loss runs, producer ops, carrier appetite, and the Friday-afternoon packet scramble. That lived workflow is the moat.
The pain
The work is not glamorous, but it is where agency margin leaks.
Producers need loss runs, ACORDs, payroll, vehicle schedules, prior policies, and business details before the packet is carrier-ready.
The producer or account manager spends hours following up instead of selling, reviewing risk, or managing relationships.
Weak packets get ignored, delayed, or kicked back. Strong packets get faster attention and better feedback.
Submission prep, producer support, and account management are already budgeted. PolicyDesk AI sells a better outcome, not a new dashboard.
The business
The offer is a managed AI submission desk for small and mid-size agencies that need better packets without hiring another ops person.
AI workforce
PolicyDesk AI is not fully autonomous underwriting. It is an AI workforce that prepares submissions and escalates judgment points before anything goes out under the operator's name.
Turns messy quote requests, emails, forms, and notes into structured submission requirements.
Identifies missing pieces and drafts follow-up requests for producers, prospects, or insureds.
Prepares carrier-ready packets from ACORDs, schedules, loss runs, attachments, and business context.
Flags red inputs, unanswered questions, and risk notes for human approval before submission.
How it works
The agency forwards a quote request, intake form, email thread, or producer note into the workspace.
The workforce checks the request against the target line and flags missing forms, documents, and context.
Document Request prepares clean follow-ups for the producer, prospect, or insured.
Application Assembly turns the materials into a carrier-ready packet with notes and attachments organized.
The broker or agency reviewer approves, edits, or escalates anything that requires industry judgment.
The final packet goes out under the agency's relationship, not under a generic software brand.
What stays human
First customer plan
The first customer is usually close: a current agency, a former producer, a friendly brokerage, or a small agency owner who already trusts the operator.
Start with new submissions or renewals for one commercial line.
Measure packet completeness, producer time saved, turnaround time, and rework.
The agency sees AI speed without losing professional review or carrier relationship control.
Add lines, producers, or agencies after the first workflow proves useful.
Why MinuteWork
PolicyDesk AI needs intake, files, agents, approvals, customer workspaces, billing, usage, and launch scaffolding. MinuteWork already has the operator-business substrate, so the build focuses on the insurance-specific workflow instead of rebuilding the platform.
Upload your resume or describe your workflow. MinuteWork will find the wedge, draft the AI workforce, and price the path from pilot to productized service.