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A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at education department heads, proving value before anyone signs anything.
In short: Knowledge Base for Education, Run by Retrieval is a retrieval engine aimed at education department heads, covering knowledge capture. It scores 75/100 on AltF Ideas, carried by feasibility (84) and held back by open field (52). Typical pricing is $2.6k–$52k per customer per year, with a first version reachable in about a month for $5.0k–$16k.
Education teams lose twenty years of know-how walking out at retirement. In most education 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 handles knowledge capture 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 | $1.5B |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $2.6k – $52k |
| Pricing model | Usage-based |
| Time to first revenue | 48 days |
| Startup cost to MVP | $5.0k – $16k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. Education is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| 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 incumbent is a person, and displacing a person is a change-management problem.
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