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A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at legal paralegal teams, closing the loop while everyone is asleep.
In short: Retrieval-Powered Proposal Builder for Paralegal Teams is a retrieval engine aimed at legal paralegal leads, covering proposal writing. It scores 71/100 on AltF Ideas, carried by feasibility (88) and held back by open field (44). Typical pricing is $1.2k–$25k per customer per year, with a first version reachable in a weekend for $2.0k–$7.0k.
Legal teams lose proposals rebuilt from scratch that are 80% identical. Every legal team solves this the same way: someone stays late. The error rate is tolerated because measuring it would cost more than the errors.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $1.2k – $25k |
| Pricing model | Seat SaaS |
| Time to first revenue | 40 days |
| Startup cost to MVP | $2.0k – $7.0k |
| Build effort | Weekend |
Retrieval over private documents became cheap enough to run per query. Legal is growing at roughly 12% 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 |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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