Loading page
A narrow anomaly detector scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, charging only when it actually works.
In short: Reconciler Built for Project Managers is an anomaly detector aimed at solar project managers, covering reconciliation. It scores 76/100 on AltF Ideas, carried by monetisation (94) and held back by open field (33). Typical pricing is $4.8k–$102k per customer per year, with a first version reachable in about a month for $6.5k–$15k.
Solar teams lose two ledgers that never agree and nobody can say why. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
Reconciliation handled by an anomaly detector, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $743M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $4.8k – $102k |
| Pricing model | Per-outcome |
| Time to first revenue | 69 days |
| Startup cost to MVP | $6.5k – $15k |
| Build effort | ~1 month |
Streaming detection became practical without a dedicated data platform. Solar is growing at roughly 24% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| 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