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A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, starting from data the business already produces.
In short: Automated Intake Triage for Public safety is a document parser aimed at public safety department heads, covering intake & triage. It scores 72/100 on AltF Ideas, carried by timing (87) and held back by moat (42). Typical pricing is $9.8k–$147k per customer per year, with a first version reachable in about a month for $7.0k–$24k.
Public safety teams lose the front-desk queue that swallows 8 hours a week. In most public safety 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 document parser that handles intake & triage end to end and hands a human the exceptions rather than the queue. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $349M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $9.8k – $147k |
| Pricing model | Managed service |
| Time to first revenue | 86 days |
| Startup cost to MVP | $7.0k – $24k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| 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 |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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