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A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at utilities field supervisors, writing down what only one person knows.
In short: Retrieval-Powered Grant Tracker for Field Supervisors is a retrieval engine aimed at utilities field supervisors, covering grant & funding tracking. It scores 71/100 on AltF Ideas, carried by moat (91) and held back by demand (45). Typical pricing is $4.6k–$69k per customer per year, with a first version reachable in six to twelve months for $31k–$107k.
Utilities teams lose reporting deadlines discovered the week they are due. In most utilities businesses this job has never had software written for it. Whoever knows how it works becomes a single point of failure.
A retrieval engine that handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $808M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $4.6k – $69k |
| Pricing model | Data subscription |
| Time to first revenue | 62 days |
| Startup cost to MVP | $31k – $107k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Utilities is growing at roughly 11% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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