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A narrow reconciliation engine scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at warehousing warehouse teams, closing the loop while everyone is asleep.
In short: Warehousing Reconciler is a reconciliation engine aimed at warehousing warehouse leads, covering reconciliation. It scores 75/100 on AltF Ideas, carried by demand (89) and held back by timing (40). Typical pricing is $3.9k–$83k per customer per year, with a first version reachable in about a quarter for $14k–$50k.
Warehousing teams lose two ledgers that never agree and nobody can say why. Nobody owns this process, which is exactly why it keeps breaking. The cost is invisible on any P&L line, which is why it never gets fixed.
Point a reconciliation engine at reconciliation, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.1B |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $3.9k – $83k |
| Pricing model | Per-outcome |
| Time to first revenue | 60 days |
| Startup cost to MVP | $14k – $50k |
| Build effort | ~1 quarter |
Systems that never talked now expose APIs by default. Warehousing is growing at roughly 16% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| 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 |
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