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Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at industrial services owner-operators, writing down what only one person knows.
In short: Industrial services Proposal Builder on Retrieval is a retrieval engine aimed at industrial services owner-operators, covering proposal writing. It scores 75/100 on AltF Ideas, carried by open field (95) and held back by feasibility (47). Typical pricing is $4.5k–$67k per customer per year, with a first version reachable in six to twelve months for $32k–$88k.
Industrial services teams lose proposals rebuilt from scratch that are 80% identical. It is the kind of task that is too small to fund and too costly to ignore. The cost is invisible on any P&L line, which is why it never gets fixed.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $839M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $4.5k – $67k |
| Pricing model | Data subscription |
| Time to first revenue | 65 days |
| Startup cost to MVP | $32k – $88k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Industrial services 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
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