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 workflow engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at warehousing ops teams, going after the low-value tail everyone else skips.
A document parser that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at warehousing ops teams, finding what the inspector would find, first.
A document parser that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at aviation ops teams, holding service constant on a smaller team.
A forecasting model that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at aviation compliance leads, charging only when it actually works.
Point a workflow engine at asset tracking, and let people review output instead of producing it. Aimed at manufacturing plant supervisors, catching the error before it becomes a change order.
A narrow anomaly detector scoped to permit & licence tracking alone — no platform, no migration, no six-month rollout. Aimed at manufacturing ops teams, so the work stops following people home.
A narrow document parser scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at manufacturing quality teams, proving value before anyone signs anything.
Point a document parser at reconciliation, and let people review output instead of producing it. Aimed at manufacturing maintenance leads, closing the loop while everyone is asleep.
Quality control handled by a forecasting model, with a human signing rather than writing. 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 quality control. Aimed at aviation ops teams, going after the low-value tail everyone else skips.
A narrow voice agent scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at aviation maintenance leads, holding service constant on a smaller team.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at aviation compliance leads, built for one person, not a department.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at rail compliance leads, replacing the spreadsheet that currently holds it together.
Point a forecasting model at site selection, and let people review output instead of producing it. Aimed at manufacturing plant supervisors, so the work stops following people home.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at manufacturing plant supervisors, unbundling the one module people actually use.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at manufacturing ops teams, built for one person, not a department.
A narrow reconciliation engine scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at manufacturing ops teams, built for one person, not a department.
Point a workflow engine at claims & appeals, and let people review output instead of producing it. Aimed at manufacturing ops teams, surfacing the exposure nobody has priced.
A forecasting model that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at manufacturing quality teams, surfacing the exposure nobody has priced.
Point a document parser at shift handover, and let people review output instead of producing it. Aimed at manufacturing quality teams, starting from data the business already produces.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at manufacturing quality teams, writing down what only one person knows.
A document parser that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing maintenance leads, so the work stops following people home.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at manufacturing maintenance leads, going after the low-value tail everyone else skips.
A narrow forecasting model scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at manufacturing maintenance leads, replacing the spreadsheet that currently holds it together.