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An anomaly detector that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at wholesale sales teams, closing the loop while everyone is asleep.
In short: Automated Inventory Planner for Wholesale is an anomaly detector aimed at wholesale sales leads, covering inventory planning. It scores 71/100 on AltF Ideas, carried by moat (88) and held back by timing (30). Typical pricing is $1.9k–$38k per customer per year, with a first version reachable in about a month for $6.0k–$19k.
Wholesale teams lose stockouts on the fast movers and cash tied up in the slow ones. In most wholesale businesses this job has never had software written for it. The cost is invisible on any P&L line, which is why it never gets fixed.
Inventory planning handled by an anomaly detector, with a human signing rather than writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $525M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $1.9k – $38k |
| Pricing model | Usage-based |
| Time to first revenue | 30 days |
| Startup cost to MVP | $6.0k – $19k |
| Build effort | ~1 month |
Streaming detection became practical without a dedicated data platform. 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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