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A narrow reconciliation engine scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at logistics warehouse teams, closing the loop while everyone is asleep.
In short: Logistics Reconciler is a reconciliation engine aimed at logistics warehouse leads, covering reconciliation. It scores 76/100 on AltF Ideas, carried by moat (94) and held back by timing (27). Typical pricing is $1.2k–$23k per customer per year, with a first version reachable in about a quarter for $14k–$30k.
Logistics teams lose two ledgers that never agree and nobody can say why. A typical logistics operation runs this on people, memory, and a shared spreadsheet. The backlog only surfaces when a customer or an auditor finds it first.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes reconciliation. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $2.0B |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $1.2k – $23k |
| Pricing model | Seat SaaS |
| Time to first revenue | 42 days |
| Startup cost to MVP | $14k – $30k |
| Build effort | ~1 quarter |
Systems that never talked now expose APIs by default. Logistics is growing at roughly 15% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A generalist AI tool | No domain grounding, so output needs full human review |
Integrations with the incumbent system of record are undocumented and gatekept.
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