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A narrow document parser scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at travel ops teams, replacing the spreadsheet that currently holds it together.
In short: Travel Knowledge Base is a document parser aimed at travel ops managers, covering knowledge capture. It scores 70/100 on AltF Ideas, carried by monetisation (91) and held back by open field (35). Typical pricing is $3.9k–$82k per customer per year, with a first version reachable in six to twelve months for $38k–$101k.
Travel teams lose twenty years of know-how walking out at retirement. In most travel businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
A document parser that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $986M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $3.9k – $82k |
| Pricing model | Per-outcome |
| Time to first revenue | 61 days |
| Startup cost to MVP | $38k – $101k |
| Build effort | 6-12 months |
Document parsing stopped needing per-layout templates. Travel 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
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