Open field of 94 or above. Genuinely unserved workflows where the incumbent is a spreadsheet or a person. 588 ideas qualify, averaging 73/100 on the opportunity score. Membership is computed from the scores rather than chosen by hand, so the list updates whenever the corpus is rebuilt.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at agriculture owner-operators, finding what the inspector would find, first.
A narrow document parser scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, going after the low-value tail everyone else skips.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at agriculture owner-operators, going after the low-value tail everyone else skips.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, going after the low-value tail everyone else skips.
An anomaly detector that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at agriculture owner-operators, surfacing the exposure nobody has priced.
A narrow vision model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, catching the error before it becomes a change order.
A document parser that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at food production quality teams, writing down what only one person knows.
Incident reporting handled by a document parser, with a human signing rather than writing. Aimed at food production ops teams, writing down what only one person knows.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at equipment rental owner-operators, 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 quoting & estimating. Aimed at equipment rental ops teams, built for one person, not a department.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at trade schools registrars, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at trade schools registrars, closing the loop while everyone is asleep.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at trade schools program directors, so the work stops following people home.
A document parser that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at trade schools program directors, built for one person, not a department.
Intake & triage handled by a document parser, with a human signing rather than writing. Aimed at childcare program directors, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at childcare program directors, built for one person, not a department.
A narrow workflow engine scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at childcare program directors, built for one person, not a department.
Claims & appeals handled by a document parser, with a human signing rather than writing. Aimed at childcare program directors, writing down what only one person knows.
Point a reconciliation engine at vendor management, and let people review output instead of producing it. Aimed at childcare office managers, writing down what only one person knows.
Point a forecasting model at renewal management, and let people review output instead of producing it. Aimed at childcare office managers, replacing the spreadsheet that currently holds it together.
Point a document parser at inspection, and let people review output instead of producing it. Aimed at government ops teams, built for one person, not a department.
Shift handover handled by a voice agent, with a human signing rather than writing. Aimed at government ops teams, so the work stops following people home.
A forecasting model that handles quality control end to end and hands a human the exceptions rather than the queue. Aimed at public safety department heads, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at public safety ops teams, taking the phone queue off a human entirely.