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A narrow voice agent scoped to incident reporting alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, finding what the inspector would find, first.
In short: Public safety Incident Recorder is a voice agent aimed at public safety department heads, covering incident reporting. It scores 70/100 on AltF Ideas, carried by monetisation (80) and held back by feasibility (30). Typical pricing is $3.9k–$58k per customer per year, with a first version reachable in six to twelve months for $32k–$85k.
Public safety teams lose incidents written up days later from memory. In most public safety businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
Point a voice agent at incident reporting, and let people review output instead of producing it. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $929M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $3.9k – $58k |
| Pricing model | Data subscription |
| Time to first revenue | 69 days |
| Startup cost to MVP | $32k – $85k |
| Build effort | 6-12 months |
Real-time speech models fell below $0.06 a minute in 2025. Public safety is growing at roughly 14% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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 |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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