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Inventory planning handled by an optimisation engine, with a human signing rather than writing. Aimed at life sciences lab managers, finding what the inspector would find, first.
In short: Optimisation Inventory Planner for Life sciences is an optimisation engine aimed at life sciences lab managers, covering inventory planning. It scores 72/100 on AltF Ideas, carried by moat (97) and held back by feasibility (43). Typical pricing is $1.6k–$32k per customer per year, with a first version reachable in six to twelve months for $35k–$95k.
Life sciences teams lose stockouts on the fast movers and cash tied up in the slow ones. Every life sciences team solves this the same way: someone stays late. It scales linearly with headcount, so growth makes it worse rather than better.
Inventory planning handled by an optimisation engine, with a human signing rather than writing. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $3.3B |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $1.6k – $32k |
| Pricing model | Seat SaaS |
| Time to first revenue | 56 days |
| Startup cost to MVP | $35k – $95k |
| Build effort | 6-12 months |
Solver capacity that once needed a research budget now runs on commodity hardware. Life sciences is growing at roughly 18% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| 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 |
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