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Point a forecasting model at scheduling, and let people review output instead of producing it. Aimed at lending loan officers, starting from data the business already produces.
In short: Scheduling for Lending, Run by Forecasting is a forecasting model aimed at lending loan officers, covering scheduling. It scores 71/100 on AltF Ideas, carried by moat (96) and held back by open field (34). Typical pricing is $4.4k–$94k per customer per year, with a first version reachable in six to twelve months for $36k–$103k.
Lending teams lose a calendar rebuilt by hand every time one job slips. It is the kind of task that is too small to fund and too costly to ignore. Most operators assume this is simply the cost of doing business.
A narrow forecasting model scoped to scheduling alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 9% |
| Annual contract value | $4.4k – $94k |
| Pricing model | Per-outcome |
| Time to first revenue | 82 days |
| Startup cost to MVP | $36k – $103k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. Lending is growing at roughly 12% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| A generalist AI tool | No domain grounding, so output needs full human review |
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