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An anomaly detector that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at government compliance leads, replacing the spreadsheet that currently holds it together.
In short: Government Reconciler is an anomaly detector aimed at government compliance leads, covering reconciliation. It scores 72/100 on AltF Ideas, carried by moat (96) and held back by demand (41). Typical pricing is $2.9k–$59k per customer per year, with a first version reachable in about a month for $5.5k–$15k.
Government teams lose two ledgers that never agree and nobody can say why. A typical government operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes reconciliation. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $789M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $2.9k – $59k |
| Pricing model | Usage-based |
| Time to first revenue | 33 days |
| Startup cost to MVP | $5.5k – $15k |
| Build effort | ~1 month |
Streaming detection became practical without a dedicated data platform. Government is growing at roughly 10% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
The data you need lives on paper in a back office; digitisation is half the product.
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