Loading page
A document parser that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at wholesale ops teams, going after the low-value tail everyone else skips.
In short: Wholesale Reconciler is a document parser aimed at wholesale ops managers, covering reconciliation. It scores 73/100 on AltF Ideas, carried by feasibility (90) and held back by monetisation (55). Typical pricing is $2.6k–$52k per customer per year, with a first version reachable in a weekend for $2.5k–$8.0k.
Wholesale teams lose two ledgers that never agree and nobody can say why. Nobody owns this process, which is exactly why it keeps breaking. The backlog only surfaces when a customer or an auditor finds it first.
A document parser that handles reconciliation end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $402M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $2.6k – $52k |
| Pricing model | Usage-based |
| Time to first revenue | 41 days |
| Startup cost to MVP | $2.5k – $8.0k |
| Build effort | Weekend |
Document parsing stopped needing per-layout templates. Wholesale is growing at roughly 11% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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