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A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at waste management route planners, writing down what only one person knows.
In short: Retrieval Knowledge Base for Waste management is a retrieval engine aimed at waste management route planners, covering knowledge capture. It scores 78/100 on AltF Ideas, carried by open field (96) and held back by monetisation (50). Typical pricing is $900–$18k per customer per year, with a first version reachable in about a month for $4.5k–$14k.
Waste management teams lose twenty years of know-how walking out at retirement. The work sits between two systems that were never designed to talk. The cost is invisible on any P&L line, which is why it never gets fixed.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $678M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $900 – $18k |
| Pricing model | Seat SaaS |
| Time to first revenue | 51 days |
| Startup cost to MVP | $4.5k – $14k |
| Build effort | ~1 month |
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 |
| 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 data you need lives on paper in a back office; digitisation is half the product.
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