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Point a document parser at reconciliation, and let people review output instead of producing it. Aimed at government program directors, surfacing the exposure nobody has priced.
In short: Extraction Reconciler for Government is a document parser aimed at government program directors, covering reconciliation. It scores 76/100 on AltF Ideas, carried by monetisation (97) and held back by demand (43). Typical pricing is $7.6k–$152k per customer per year, with a first version reachable in about a month for $5.5k–$19k.
Government teams lose two ledgers that never agree and nobody can say why. It is the kind of task that is too small to fund and too costly to ignore. Whoever knows how it works becomes a single point of failure.
A document parser that handles reconciliation end to end and hands a human the exceptions rather than the queue. Revenue is take-rate, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $948M |
|---|---|
| Category growth (CAGR) | 9% |
| Annual contract value | $7.6k – $152k |
| Pricing model | Take-rate |
| Time to first revenue | 46 days |
| Startup cost to MVP | $5.5k – $19k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| 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 is a person, and displacing a person is a change-management problem.
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