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A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at restaurants kitchen teams, built for one person, not a department.
In short: Restaurants Risk Scorer is a retrieval engine aimed at restaurants kitchen leads, covering risk assessment. It scores 70/100 on AltF Ideas, carried by demand (96) and held back by open field (46). Typical pricing is $800–$8.0k per customer per year, with a first version reachable in six to twelve months for $30k–$92k.
Restaurants teams lose risk scored by whoever is free that afternoon. Nobody owns this process, which is exactly why it keeps breaking. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $996M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $800 – $8.0k |
| Pricing model | Flat SaaS |
| Time to first revenue | 19 days |
| Startup cost to MVP | $30k – $92k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Restaurants is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| 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