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A narrow reconciliation engine scoped to payroll verification alone — no platform, no migration, no six-month rollout. Aimed at insurance brokers, surfacing the exposure nobody has priced.
In short: Automated Payroll Verifier for Insurance is a reconciliation engine aimed at insurance brokers, covering payroll verification. It scores 70/100 on AltF Ideas, carried by monetisation (95) and held back by timing (38). Typical pricing is $15k–$228k per customer per year, with a first version reachable in about a month for $6.5k–$19k.
Insurance teams lose payroll errors found by the employee, not the system. Every insurance team solves this the same way: someone stays late. The backlog only surfaces when a customer or an auditor finds it first.
Payroll verification handled by a reconciliation engine, with a human signing rather than writing. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.1B |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $15k – $228k |
| Pricing model | Managed service |
| Time to first revenue | 76 days |
| Startup cost to MVP | $6.5k – $19k |
| Build effort | ~1 month |
Systems that never talked now expose APIs by default. Insurance is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Trust has to be earned before anyone lets this run unsupervised.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow