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.
Field reporting handled by a document parser, with a human signing rather than writing. Aimed at solar owner-operators, proving value before anyone signs anything.
A document parser that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, writing down what only one person knows.
A forecasting model that handles inventory planning end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, finding what the inspector would find, first.
Vendor management handled by a reconciliation engine, with a human signing rather than writing. Aimed at solar project managers, writing down what only one person knows.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, so the work stops following people home.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes document review. Aimed at solar project managers, replacing the spreadsheet that currently holds it together.
Document review handled by a long-context reviewer, with a human signing rather than writing. Aimed at solar project managers, built for one person, not a department.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at solar project managers, going after the low-value tail everyone else skips.
An autonomous agent that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, proving value before anyone signs anything.
A document parser that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, at a tenth of what the enterprise suite charges.
A narrow document parser scoped to incident reporting alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, at a tenth of what the enterprise suite charges.
Contract analysis handled by a long-context reviewer, with a human signing rather than writing. Aimed at solar project managers, holding service constant on a smaller team.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, surfacing the exposure nobody has priced.
Point a document parser at contract analysis, and let people review output instead of producing it. Aimed at solar project managers, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at solar project managers, proving value before anyone signs anything.
A document parser that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, closing the loop while everyone is asleep.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at solar project managers, built for one person, not a department.
A retrieval engine that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at solar ops teams, catching the error before it becomes a change order.
Document review handled by a document parser, with a human signing rather than writing. Aimed at solar ops teams, at a tenth of what the enterprise suite charges.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes document review. Aimed at solar ops teams, at a tenth of what the enterprise suite charges.
A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at solar ops teams, going after the low-value tail everyone else skips.
Point an optimisation engine at scheduling, and let people review output instead of producing it. Aimed at solar ops teams, writing down what only one person knows.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at solar ops teams, starting from data the business already produces.
A forecasting model that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at solar ops teams, so the work stops following people home.