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 vision model scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at food production quality teams, charging only when it actually works.
A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at food production ops teams, surfacing the exposure nobody has priced.
A long-context reviewer that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental owner-operators, closing the loop while everyone is asleep.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at equipment rental dispatchers, proving value before anyone signs anything.
RFP response handled by a retrieval engine, with a human signing rather than writing. Aimed at education registrars, finding what the inspector would find, first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at education ops teams, catching the error before it becomes a change order.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at childcare program directors, finding what the inspector would find, first.
An autonomous agent that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at childcare office managers, surfacing the exposure nobody has priced.
Pricing handled by a document parser, with a human signing rather than writing. Aimed at childcare office managers, catching the error before it becomes a change order.
A voice agent that sits beside the existing system, reads what it already produces, and closes incident reporting. Aimed at government compliance leads, taking the phone queue off a human entirely.
Contract analysis handled by a long-context reviewer, with a human signing rather than writing. Aimed at public safety department heads, going after the low-value tail everyone else skips.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes onboarding. Aimed at public safety ops teams, writing down what only one person knows.
Customer support handled by a retrieval engine, with a human signing rather than writing. Aimed at public safety ops teams, replacing the spreadsheet that currently holds it together.
Point an autonomous agent at collections, and let people review output instead of producing it. Aimed at public safety ops teams, catching the error before it becomes a change order.
Lead qualification handled by an autonomous agent, with a human signing rather than writing. Aimed at public safety compliance leads, writing down what only one person knows.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at public safety compliance leads, proving value before anyone signs anything.
Point a voice agent at incident reporting, and let people review output instead of producing it. Aimed at staffing schedulers, surfacing the exposure nobody has priced.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at staffing ops teams, finding what the inspector would find, first.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
A forecasting model that sits beside the existing system, reads what it already produces, and closes collections. Aimed at franchising franchisor ops, charging only when it actually works.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at franchising field supervisors, proving value before anyone signs anything.
Point a voice agent at intake & triage, and let people review output instead of producing it. Aimed at events event producers, holding service constant on a smaller team.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at landscaping estimators, taking the phone queue off a human entirely.
A narrow voice agent scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at landscaping estimators, writing down what only one person knows.