High monetisation in industries nobody is fighting over. Unglamorous work with contracts that renew. 1,061 ideas qualify, averaging 74/100 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 workflow engine that handles dispatch end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental ops teams, closing the loop while everyone is asleep.
Point a reconciliation engine at reconciliation, and let people review output instead of producing it. Aimed at equipment rental dispatchers, finding what the inspector would find, first.
Point an autonomous agent at lead qualification, and let people review output instead of producing it. Aimed at education program directors, built for one person, not a department.
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.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at trade schools owner-operators, 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 trade schools owner-operators, going after the low-value tail everyone else skips.
A narrow forecasting model scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at childcare owner-operators, charging only when it actually works.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at childcare owner-operators, replacing the spreadsheet that currently holds it together.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at childcare program directors, holding service constant on a smaller team.
Point a forecasting model at renewal management, and let people review output instead of producing it. Aimed at childcare office managers, writing down what only one person knows.
A workflow engine that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at government program directors, surfacing the exposure nobody has priced.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, surfacing the exposure nobody has priced.
Onboarding handled by an autonomous agent, with a human signing rather than writing. Aimed at government compliance leads, surfacing the exposure nobody has priced.
A document parser that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at government ops teams, going after the low-value tail everyone else skips.
A narrow forecasting model scoped to demand forecasting alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, proving value before anyone signs anything.
A narrow voice agent scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, catching the error before it becomes a change order.
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.
A narrow autonomous agent scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, finding what the inspector would find, first.
A forecasting model that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at public safety ops teams, taking the phone queue off a human entirely.
Point an optimisation engine at dispatch, and let people review output instead of producing it. Aimed at public safety ops teams, 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 public safety ops teams, replacing the spreadsheet that currently holds it together.
Payroll verification handled by a document parser, with a human signing rather than writing. Aimed at public safety ops teams, starting from data the business already produces.
A workflow engine that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at public safety compliance leads, proving value before anyone signs anything.
A workflow engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at public safety compliance leads, taking the phone queue off a human entirely.