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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 compliance leads, taking the phone queue off a human entirely.
In short: Reporting Layer for Public safety, Run by Reconciliation is a reconciliation engine aimed at public safety compliance leads, covering reporting & analytics. It scores 70/100 on AltF Ideas, carried by monetisation (96) and held back by timing (30). Typical pricing is $3.7k–$78k per customer per year, with a first version reachable in about a month for $6.0k–$17k.
Public safety teams lose a monthly report rebuilt by hand in a spreadsheet. Every public safety team solves this the same way: someone stays late. The cost is invisible on any P&L line, which is why it never gets fixed.
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 | $704M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $3.7k – $78k |
| Pricing model | Per-outcome |
| Time to first revenue | 73 days |
| Startup cost to MVP | $6.0k – $17k |
| Build effort | ~1 month |
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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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 |
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