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Inspection handled by a voice agent, with a human signing rather than writing. Aimed at lending underwriters, holding service constant on a smaller team.
In short: Inspection Assistant Built for Underwriters is a voice agent aimed at lending underwriters, covering inspection. It scores 71/100 on AltF Ideas, carried by timing (95) and held back by moat (52). Typical pricing is $2.8k–$56k per customer per year, with a first version reachable in about a month for $5.0k–$12k.
Lending teams lose inspections written up twice — once on paper, once at night. In most lending businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
A narrow voice agent scoped to inspection alone — no platform, no migration, no six-month rollout. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $775M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $2.8k – $56k |
| Pricing model | Usage-based |
| Time to first revenue | 48 days |
| Startup cost to MVP | $5.0k – $12k |
| Build effort | ~1 month |
Real-time speech models fell below $0.06 a minute in 2025. Lending is growing at roughly 12% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A generalist AI tool | No domain grounding, so output needs full human review |
The data you need lives on paper in a back office; digitisation is half the product.
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