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A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at security services field supervisors, taking the phone queue off a human entirely.
In short: Security services Appeal Drafter is a retrieval engine aimed at security services field supervisors, covering claims & appeals. It scores 77/100 on AltF Ideas, carried by monetisation (97) and held back by feasibility (43). Typical pricing is $4.7k–$95k per customer per year, with a first version reachable in six to twelve months for $33k–$98k.
Security services teams lose denials abandoned because appealing costs more than the claim. In most security services businesses this job has never had software written for it. Whoever knows how it works becomes a single point of failure.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Revenue is take-rate, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $464M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $4.7k – $95k |
| Pricing model | Take-rate |
| Time to first revenue | 53 days |
| Startup cost to MVP | $33k – $98k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. 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 |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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