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A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at professional services ops teams, closing the loop while everyone is asleep.
In short: Automated Proposal Builder for Professional services is a long-context reviewer aimed at professional services ops managers, covering proposal writing. It scores 76/100 on AltF Ideas, carried by timing (95) and held back by feasibility (43). Typical pricing is $5.1k–$109k per customer per year, with a first version reachable in six to twelve months for $28k–$81k.
Professional services teams lose proposals rebuilt from scratch that are 80% identical. A typical professional services operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
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 | $1.5B |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $5.1k – $109k |
| Pricing model | Per-outcome |
| Time to first revenue | 67 days |
| Startup cost to MVP | $28k – $81k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. Professional services 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
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