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Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at security services field supervisors, proving value before anyone signs anything.
In short: Long context Proposal Builder for Security services is a long-context reviewer aimed at security services field supervisors, covering proposal writing. It scores 73/100 on AltF Ideas, carried by moat (90) and held back by feasibility (43). Typical pricing is $3.0k–$64k per customer per year, with a first version reachable in six to twelve months for $33k–$107k.
Security services teams lose proposals rebuilt from scratch that are 80% identical. In most security services businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
Point a long-context reviewer at proposal writing, 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 | $459M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $3.0k – $64k |
| Pricing model | Per-outcome |
| Time to first revenue | 67 days |
| Startup cost to MVP | $33k – $107k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. Security services is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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