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 voice agent scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at automotive owner-operators, going after the low-value tail everyone else skips.
An anomaly detector that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at auto repair owner-operators, built for one person, not a department.
A narrow vision model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at auto repair service 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 auto repair technicians, starting from data the business already produces.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes payroll verification. Aimed at equipment rental ops teams, surfacing the exposure nobody has priced.
A retrieval engine that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental dispatchers, writing down what only one person knows.
Point an autonomous agent at onboarding, and let people review output instead of producing it. Aimed at education program directors, going after the low-value tail everyone else skips.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at trade schools program directors, catching the error before it becomes a change order.
A document parser that sits beside the existing system, reads what it already produces, and closes intake & triage. Aimed at childcare owner-operators, finding what the inspector would find, first.
Point a geospatial model at site selection, and let people review output instead of producing it. Aimed at childcare program directors, replacing the spreadsheet that currently holds it together.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at childcare program directors, built for one person, not a department.
A narrow reconciliation engine scoped to payroll verification alone — no platform, no migration, no six-month rollout. Aimed at childcare program directors, charging only when it actually works.
Point a document parser at payroll verification, and let people review output instead of producing it. Aimed at childcare office managers, built for one person, not a department.
A voice agent that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, finding what the inspector would find, first.
Point a voice agent at incident reporting, and let people review output instead of producing it. Aimed at government ops teams, taking the phone queue off a human entirely.
Point a retrieval engine at compliance audit, and let people review output instead of producing it. Aimed at public safety department heads, catching the error before it becomes a change order.
Point a document parser at grant & funding tracking, and let people review output instead of producing it. Aimed at public safety department heads, finding what the inspector would find, first.
Knowledge capture handled by a voice agent, with a human signing rather than writing. Aimed at staffing schedulers, taking the phone queue off a human entirely.
Point an optimisation engine at inventory planning, and let people review output instead of producing it. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
Claims & appeals handled by a document parser, with a human signing rather than writing. Aimed at franchising franchisees, surfacing the exposure nobody has priced.
A geospatial model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at franchising franchisees, so the work stops following people home.
A retrieval engine that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisor ops, holding service constant on a smaller team.
A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at franchising field supervisors, so the work stops following people home.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at landscaping estimators, closing the loop while everyone is asleep.