Loading page
A retrieval engine that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, built for one person, not a department.
In short: Automated Document Reviewer for Construction is a retrieval engine aimed at construction project managers, covering document review. It scores 74/100 on AltF Ideas, carried by moat (92) and held back by feasibility (51). Typical pricing is $4.9k–$73k per customer per year, with a first version reachable in six to twelve months for $37k–$83k.
Construction teams lose a 900-page document read by someone billing $300 an hour. In most construction businesses this job has never had software written for it. The cost is invisible on any P&L line, which is why it never gets fixed.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $391M |
|---|---|
| Category growth (CAGR) | 23% |
| Annual contract value | $4.9k – $73k |
| Pricing model | Data subscription |
| Time to first revenue | 50 days |
| Startup cost to MVP | $37k – $83k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Construction is growing at roughly 20% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Integrations with the incumbent system of record are undocumented and gatekept.
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