12,000 ideas match, averaging 73/100 on the opportunity score. For people whose advantage is knowing an industry from the inside. Ranked so that domain-heavy, unglamorous workflows rise rather than sink.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes document review. Aimed at education registrars, starting from data the business already produces.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at education registrars, catching the error before it becomes a change order.
A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at education department heads, proving value before anyone signs anything.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Aimed at education ops teams, holding service constant on a smaller team.
Point a voice agent at incident reporting, and let people review output instead of producing it. Aimed at education ops teams, so the work stops following people home.
Point a document parser at inspection, and let people review output instead of producing it. Aimed at trade schools registrars, charging only when it actually works.
A forecasting model that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at childcare owner-operators, going after the low-value tail everyone else skips.
A narrow document parser scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at childcare owner-operators, surfacing the exposure nobody has priced.
Point a workflow engine at claims & appeals, and let people review output instead of producing it. Aimed at childcare owner-operators, built for one person, not a department.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at childcare office managers, built for one person, not a department.
Scheduling handled by a forecasting model, with a human signing rather than writing. Aimed at childcare office managers, finding what the inspector would find, first.
A forecasting model that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at nonprofits development leads, replacing the spreadsheet that currently holds it together.
A voice agent that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at nonprofits ops teams, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at government compliance leads, starting from data the business already produces.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at government compliance leads, closing the loop while everyone is asleep.
Compliance audit handled by a document parser, with a human signing rather than writing. Aimed at public safety department heads, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes permit & licence tracking. Aimed at public safety compliance leads, taking the phone queue off a human entirely.
Point an anomaly detector at permit & licence tracking, and let people review output instead of producing it. Aimed at public safety compliance leads, catching the error before it becomes a change order.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at public safety compliance leads, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at public safety compliance leads, holding service constant on a smaller team.
Point a document parser at compliance audit, and let people review output instead of producing it. Aimed at public safety compliance leads, closing the loop while everyone is asleep.
Point an anomaly detector at quality control, and let people review output instead of producing it. Aimed at public safety compliance leads, closing the loop while everyone is asleep.
A voice agent that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at recruiting agency owners, starting from data the business already produces.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at professional services partners, unbundling the one module people actually use.