There are 1,872 scored solar startup ideas in the AltF corpus, averaging 60/100 on the opportunity score. The software market in this industry is around $1.6B growing at 24% a year, with an open-field score of 69/100. Every idea below carries its full six-signal breakdown, market figures, and a four-step first move.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at solar ops teams, starting from data the business already produces.
Quoting & estimating handled by a forecasting model, with a human signing rather than writing. Aimed at solar owner-operators, holding service constant on a smaller team.
Reconciliation handled by a document parser, with a human signing rather than writing. Aimed at solar owner-operators, taking the phone queue off a human entirely.
Permit & licence tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at solar project managers, charging only when it actually works.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at solar project managers, replacing the spreadsheet that currently holds it together.
Point a document parser at reporting & analytics, and let people review output instead of producing it. Aimed at solar project managers, proving value before anyone signs anything.
Point a document parser at incident reporting, and let people review output instead of producing it. Aimed at solar project managers, replacing the spreadsheet that currently holds it together.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at solar project managers, starting from data the business already produces.
A document parser that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at solar ops teams, charging only when it actually works.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at solar ops teams, going after the low-value tail everyone else skips.
Compliance audit handled by a retrieval engine, with a human signing rather than writing. Aimed at solar ops teams, taking the phone queue off a human entirely.
A narrow autonomous agent scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at solar owner-operators, writing down what only one person knows.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at solar owner-operators, catching the error before it becomes a change order.
A reconciliation engine that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, going after the low-value tail everyone else skips.
A narrow autonomous agent scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, starting from data the business already produces.
A document parser that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, going after the low-value tail everyone else skips.
A narrow forecasting model scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, taking the phone queue off a human entirely.
Reporting & analytics handled by a forecasting model, with a human signing rather than writing. Aimed at solar project managers, taking the phone queue off a human entirely.
Expense review handled by a document parser, with a human signing rather than writing. Aimed at solar project managers, closing the loop while everyone is asleep.
Asset tracking handled by a workflow engine, with a human signing rather than writing. Aimed at solar project managers, built for one person, not a department.
Point an optimisation engine at site selection, and let people review output instead of producing it. Aimed at solar project managers, holding service constant on a smaller team.
A classifier that sits beside the existing system, reads what it already produces, and closes intake & triage. Aimed at solar project managers, finding what the inspector would find, first.
A voice agent that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at solar project managers, surfacing the exposure nobody has priced.
A vision model that sits beside the existing system, reads what it already produces, and closes inspection. Aimed at solar project managers, closing the loop while everyone is asleep.