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A narrow document parser scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, surfacing the exposure nobody has priced.
In short: Automated Inspection Assistant for Solar is a document parser aimed at solar project managers, covering inspection. It scores 71/100 on AltF Ideas, carried by timing (90) and held back by demand (47). Typical pricing is $12k–$178k per customer per year, with a first version reachable in about a month for $6.0k–$18k.
Solar teams lose inspections written up twice — once on paper, once at night. Every solar team solves this the same way: someone stays late. The backlog only surfaces when a customer or an auditor finds it first.
Point a document parser at inspection, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $383M |
|---|---|
| Category growth (CAGR) | 25% |
| Annual contract value | $12k – $178k |
| Pricing model | Managed service |
| Time to first revenue | 66 days |
| Startup cost to MVP | $6.0k – $18k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
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