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Inventory planning handled by an optimisation engine, with a human signing rather than writing. Aimed at insurance underwriters, writing down what only one person knows.
In short: Automated Inventory Planner for Insurance is an optimisation engine aimed at insurance underwriters, covering inventory planning. It scores 70/100 on AltF Ideas, carried by moat (97) and held back by feasibility (40). Typical pricing is $1.5k–$30k per customer per year, with a first version reachable in six to twelve months for $30k–$80k.
Insurance teams lose stockouts on the fast movers and cash tied up in the slow ones. Every insurance team solves this the same way: someone stays late. The error rate is tolerated because measuring it would cost more than the errors.
An optimisation engine that handles inventory planning end to end and hands a human the exceptions rather than the queue. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.6B |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $1.5k – $30k |
| Pricing model | Seat SaaS |
| Time to first revenue | 46 days |
| Startup cost to MVP | $30k – $80k |
| Build effort | 6-12 months |
Solver capacity that once needed a research budget now runs on commodity hardware. Insurance is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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