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A document parser that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, replacing the spreadsheet that currently holds it together.
In short: Intake Triage Built for Ops Teams is a document parser aimed at construction ops managers, covering intake & triage. It scores 77/100 on AltF Ideas, carried by demand (91) and held back by open field (51). Typical pricing is $900–$10k per customer per year, with a first version reachable in a weekend for $2.0k–$7.0k.
Construction teams lose the front-desk queue that swallows 12 hours a week. It is the kind of task that is too small to fund and too costly to ignore. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $900 – $10k |
| Pricing model | Flat SaaS |
| Time to first revenue | 34 days |
| Startup cost to MVP | $2.0k – $7.0k |
| Build effort | Weekend |
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 |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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