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 document parser that sits beside the existing system, reads what it already produces, and closes intake & triage. Aimed at veterinary office managers, holding service constant on a smaller team.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Aimed at life sciences study leads, 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 life sciences study leads, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at home care schedulers, charging only when it actually works.
A forecasting model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at home care compliance leads, so the work stops following people home.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at legal paralegal teams, replacing the spreadsheet that currently holds it together.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, surfacing the exposure nobody has priced.
Point a long-context reviewer at RFP response, and let people review output instead of producing it. Aimed at construction project managers, surfacing the exposure nobody has priced.
A voice agent that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, finding what the inspector would find, first.
A narrow autonomous agent scoped to lead qualification alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, built for one person, not a department.
A narrow vision model scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at architecture principals, proving value before anyone signs anything.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at architecture project architects, finding what the inspector would find, first.
A voice agent that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at facilities maintenance leads, proving value before anyone signs anything.
A narrow anomaly detector scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at logistics fleet owners, proving value before anyone signs anything.
Shift handover handled by a document parser, with a human signing rather than writing. Aimed at logistics dispatchers, built for one person, not a department.
Reconciliation handled by an anomaly detector, with a human signing rather than writing. Aimed at logistics ops teams, taking the phone queue off a human entirely.
A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at warehousing 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 field reporting. Aimed at manufacturing plant supervisors, so the work stops following people home.
A narrow document parser scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at manufacturing ops teams, charging only when it actually works.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at manufacturing maintenance leads, taking the phone queue off a human entirely.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at solar owner-operators, surfacing the exposure nobody has priced.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes collections. Aimed at solar project managers, writing down what only one person knows.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes document review. Aimed at solar ops teams, going after the low-value tail everyone else skips.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, closing the loop while everyone is asleep.