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A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at architecture principals, holding service constant on a smaller team.
In short: Automated Grant Tracker for Architecture is a retrieval engine aimed at architecture principals, covering grant & funding tracking. It scores 71/100 on AltF Ideas, carried by moat (93) and held back by demand (23). Typical pricing is $2.2k–$44k per customer per year, with a first version reachable in about a month for $7.0k–$18k.
Architecture teams lose reporting deadlines discovered the week they are due. In most architecture businesses this job has never had software written for it. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $318M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $2.2k – $44k |
| Pricing model | Usage-based |
| Time to first revenue | 49 days |
| Startup cost to MVP | $7.0k – $18k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. Architecture is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
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