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A narrow document parser scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at staffing ops teams, starting from data the business already produces.
In short: Staffing Reconciler is a document parser aimed at staffing ops managers, covering reconciliation. It scores 74/100 on AltF Ideas, carried by monetisation (94) and held back by open field (59). Typical pricing is $4.7k–$100k per customer per year, with a first version reachable in about a month for $5.5k–$17k.
Staffing 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. It scales linearly with headcount, so growth makes it worse rather than better.
A document parser that handles reconciliation end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.0B |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $4.7k – $100k |
| Pricing model | Per-outcome |
| Time to first revenue | 78 days |
| Startup cost to MVP | $5.5k – $17k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. Staffing 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 |
| An internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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