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A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at trade schools owner-operators, writing down what only one person knows.
In short: Grant Tracker for Trade schools, Run by Retrieval is a retrieval engine aimed at trade schools owner-operators, covering grant & funding tracking. It scores 72/100 on AltF Ideas, carried by open field (92) and held back by demand (43). Typical pricing is $12k–$173k per customer per year, with a first version reachable in about a quarter for $12k–$33k.
Trade schools teams lose reporting deadlines discovered the week they are due. Nobody owns this process, which is exactly why it keeps breaking. Most operators assume this is simply the cost of doing business.
Point a retrieval engine at grant & funding tracking, 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 | $206M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $12k – $173k |
| Pricing model | Managed service |
| Time to first revenue | 79 days |
| Startup cost to MVP | $12k – $33k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Trade schools is growing at roughly 15% 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 |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| A generalist AI tool | No domain grounding, so output needs full human review |
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