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A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, finding what the inspector would find, first.
In short: Automated Pricing Engine for Construction is a document parser aimed at construction owner-operators, covering pricing. It scores 73/100 on AltF Ideas, carried by demand (94) and held back by monetisation (49). Typical pricing is $1.1k–$21k per customer per year, with a first version reachable in about a month for $6.5k–$18k.
Construction teams lose a price list last revised when costs were 30% lower. The work sits between two systems that were never designed to talk. The error rate is tolerated because measuring it would cost more than the errors.
A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $783M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $1.1k – $21k |
| Pricing model | Seat SaaS |
| Time to first revenue | 39 days |
| Startup cost to MVP | $6.5k – $18k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The incumbent is a person, and displacing a person is a change-management problem.
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