Loading page
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at solar owner-operators, catching the error before it becomes a change order.
In short: Grant Tracker Built for Owner-Operators is a retrieval engine aimed at solar owner-operators, covering grant & funding tracking. It scores 71/100 on AltF Ideas, carried by timing (94) and held back by open field (37). Typical pricing is $2.3k–$45k per customer per year, with a first version reachable in a weekend for $2.5k–$6.0k.
Solar teams lose reporting deadlines discovered the week they are due. A typical solar operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
Grant & funding tracking handled by a retrieval engine, 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 | $258M |
|---|---|
| Category growth (CAGR) | 23% |
| Annual contract value | $2.3k – $45k |
| Pricing model | Usage-based |
| Time to first revenue | 36 days |
| Startup cost to MVP | $2.5k – $6.0k |
| Build effort | Weekend |
Retrieval over private documents became cheap enough to run per query. 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 generalist AI tool | No domain grounding, so output needs full human review |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An internal hire | Works until volume doubles, then breaks again |
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