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A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at waste management ops teams, unbundling the one module people actually use.
In short: Document Reviewer for Waste management, Run by Retrieval is a retrieval engine aimed at waste management ops managers, covering document review. It scores 72/100 on AltF Ideas, carried by timing (91) and held back by feasibility (42). Typical pricing is $4.2k–$90k per customer per year, with a first version reachable in six to twelve months for $30k–$90k.
Waste management teams lose a 900-page document read by someone billing $300 an hour. Every waste management team solves this the same way: someone stays late. The cost is invisible on any P&L line, which is why it never gets fixed.
Point a retrieval engine at document review, 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 | $852M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $4.2k – $90k |
| Pricing model | Per-outcome |
| Time to first revenue | 62 days |
| Startup cost to MVP | $30k – $90k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Waste management 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 spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A generalist AI tool | No domain grounding, so output needs full human review |
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