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A reconciliation engine that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at public safety department heads, charging only when it actually works.
In short: Public safety Reporting Layer on Reconciliation is a reconciliation engine aimed at public safety department heads, covering reporting & analytics. It scores 71/100 on AltF Ideas, carried by open field (91) and held back by feasibility (41). Typical pricing is $4.0k–$85k per customer per year, with a first version reachable in six to twelve months for $28k–$62k.
Public safety teams lose a monthly report rebuilt by hand in a spreadsheet. 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 reconciliation engine at reporting & analytics, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $307M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $4.0k – $85k |
| Pricing model | Per-outcome |
| Time to first revenue | 80 days |
| Startup cost to MVP | $28k – $62k |
| Build effort | 6-12 months |
Systems that never talked now expose APIs by default. 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 internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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