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A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at recruiting recruiters, charging only when it actually works.
In short: Retrieval-Powered Contract Analyser for Recruiters is a retrieval engine aimed at recruiting recruiters, covering contract analysis. It scores 72/100 on AltF Ideas, carried by demand (95) and held back by open field (27). Typical pricing is $5.1k–$109k per customer per year, with a first version reachable in six to twelve months for $34k–$121k.
Recruiting teams lose renewal terms nobody re-read before signing. A typical recruiting operation runs this on people, memory, and a shared spreadsheet. The backlog only surfaces when a customer or an auditor finds it first.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $978M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $5.1k – $109k |
| Pricing model | Per-outcome |
| Time to first revenue | 60 days |
| Startup cost to MVP | $34k – $121k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Recruiting is growing at roughly 15% 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 |
| An internal hire | Works until volume doubles, then breaks again |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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