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A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at logistics ops teams, replacing the spreadsheet that currently holds it together.
In short: Knowledge Base for Logistics, Run by Retrieval is a retrieval engine aimed at logistics ops managers, covering knowledge capture. It scores 70/100 on AltF Ideas, carried by moat (95) and held back by monetisation (28). Typical pricing is $1.0k–$11k per customer per year, with a first version reachable in about a month for $5.5k–$15k.
Logistics teams lose twenty years of know-how walking out at retirement. A typical logistics operation runs this on people, memory, and a shared spreadsheet. The error rate is tolerated because measuring it would cost more than the errors.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.7B |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $1.0k – $11k |
| Pricing model | Flat SaaS |
| Time to first revenue | 24 days |
| Startup cost to MVP | $5.5k – $15k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. Logistics is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| 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 |
Integrations with the incumbent system of record are undocumented and gatekept.
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