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 narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at auto repair technicians, replacing the spreadsheet that currently holds it together.
A forecasting model that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental owner-operators, writing down what only one person knows.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at equipment rental dispatchers, so the work stops following people home.
A forecasting model that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at education registrars, finding what the inspector would find, first.
A narrow anomaly detector scoped to inventory planning alone — no platform, no migration, no six-month rollout. Aimed at education registrars, closing the loop while everyone is asleep.
A document parser that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at education department heads, taking the phone queue off a human entirely.
Point a document parser at incident reporting, and let people review output instead of producing it. Aimed at education program directors, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at trade schools registrars, closing the loop while everyone is asleep.
Site selection handled by a geospatial model, with a human signing rather than writing. Aimed at trade schools registrars, closing the loop while everyone is asleep.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at trade schools owner-operators, replacing the spreadsheet that currently holds it together.
A forecasting model that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at equipment rental owner-operators, unbundling the one module people actually use.
Point a workflow engine at quoting & estimating, and let people review output instead of producing it. Aimed at equipment rental owner-operators, built for one person, not a department.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at equipment rental dispatchers, unbundling the one module people actually use.
A narrow document parser scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at education registrars, built for one person, not a department.
A voice agent that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at education department heads, closing the loop while everyone is asleep.
Point a document parser at claims & appeals, and let people review output instead of producing it. Aimed at education program directors, surfacing the exposure nobody has priced.
Vendor management handled by a reconciliation engine, with a human signing rather than writing. Aimed at trade schools registrars, taking the phone queue off a human entirely.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at trade schools registrars, proving value before anyone signs anything.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at trade schools program directors, replacing the spreadsheet that currently holds it together.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at trade schools program directors, taking the phone queue off a human entirely.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at trade schools owner-operators, built for one person, not a department.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at childcare owner-operators, replacing the spreadsheet that currently holds it together.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at childcare owner-operators, unbundling the one module people actually use.
A document parser that handles payroll verification end to end and hands a human the exceptions rather than the queue. Aimed at childcare owner-operators, so the work stops following people home.