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A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at staffing ops teams, replacing the spreadsheet that currently holds it together.
In short: Contract Analyser for Staffing, Run by Retrieval is a retrieval engine aimed at staffing ops managers, covering contract analysis. It scores 78/100 on AltF Ideas, carried by timing (91) and held back by feasibility (43). Typical pricing is $3.5k–$74k per customer per year, with a first version reachable in six to twelve months for $36k–$87k.
Staffing teams lose renewal terms nobody re-read before signing. Every staffing team solves this the same way: someone stays late. It scales linearly with headcount, so growth makes it worse rather than better.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $642M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $3.5k – $74k |
| Pricing model | Per-outcome |
| Time to first revenue | 60 days |
| Startup cost to MVP | $36k – $87k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Staffing is growing at roughly 14% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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