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Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at solar project managers, replacing the spreadsheet that currently holds it together.
In short: Automated Grant Tracker for Solar is a retrieval engine aimed at solar project managers, covering grant & funding tracking. It scores 78/100 on AltF Ideas, carried by demand (92) and held back by feasibility (46). Typical pricing is $1.9k–$38k per customer per year, with a first version reachable in six to twelve months for $38k–$112k.
Solar teams lose reporting deadlines discovered the week they are due. In most solar businesses this job has never had software written for it. The cost is invisible on any P&L line, which is why it never gets fixed.
A retrieval engine that handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $677M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $1.9k – $38k |
| Pricing model | Usage-based |
| Time to first revenue | 41 days |
| Startup cost to MVP | $38k – $112k |
| Build effort | 6-12 months |
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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
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