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Point an anomaly detector at inventory planning, and let people review output instead of producing it. Aimed at solar owner-operators, finding what the inspector would find, first.
In short: Inventory Planner for Solar Owner-Operators is an anomaly detector aimed at solar owner-operators, covering inventory planning. It scores 72/100 on AltF Ideas, carried by moat (82) and held back by demand (60). Typical pricing is $1.1k–$23k per customer per year, with a first version reachable in about a quarter for $13k–$35k.
Solar teams lose stockouts on the fast movers and cash tied up in the slow ones. A typical solar operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
Point an anomaly detector at inventory planning, and let people review output instead of producing it. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $702M |
|---|---|
| Category growth (CAGR) | 24% |
| Annual contract value | $1.1k – $23k |
| Pricing model | Seat SaaS |
| Time to first revenue | 56 days |
| Startup cost to MVP | $13k – $35k |
| Build effort | ~1 quarter |
Streaming detection became practical without a dedicated data platform. Solar is growing at roughly 24% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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