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A forecasting model that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at public safety ops teams, charging only when it actually works.
In short: Public safety Collections Chaser on Forecasting is a forecasting model aimed at public safety ops managers, covering collections. It scores 70/100 on AltF Ideas, carried by open field (94) and held back by feasibility (24). Typical pricing is $3.4k–$51k per customer per year, with a first version reachable in six to twelve months for $40k–$104k.
Public safety teams lose receivables aging past 90 days because nobody chased. Every public safety team solves this the same way: someone stays late. The error rate is tolerated because measuring it would cost more than the errors.
A narrow forecasting model scoped to collections alone — no platform, no migration, no six-month rollout. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $714M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $3.4k – $51k |
| Pricing model | Data subscription |
| Time to first revenue | 71 days |
| Startup cost to MVP | $40k – $104k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Integrations with the incumbent system of record are undocumented and gatekept.
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