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.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at education registrars, built for one person, not a department.
Point a document parser at shift handover, and let people review output instead of producing it. Aimed at education registrars, starting from data the business already produces.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at education program directors, unbundling the one module people actually use.
Grant & funding tracking handled by a document parser, with a human signing rather than writing. Aimed at education ops teams, proving value before anyone signs anything.
A forecasting model that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at childcare owner-operators, replacing the spreadsheet that currently holds it together.
A forecasting model that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at childcare owner-operators, taking the phone queue off a human entirely.
An anomaly detector that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, closing the loop while everyone is asleep.
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 anomaly detector scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at education program directors, finding what the inspector would find, first.
Point an anomaly detector at reconciliation, and let people review output instead of producing it. Aimed at education ops teams, unbundling the one module people actually use.
A document parser that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at education ops teams, going after the low-value tail everyone else skips.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at education ops teams, at a tenth of what the enterprise suite charges.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at trade schools registrars, 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 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 margin monitoring. Aimed at childcare program directors, built for one person, not a department.
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.
Payroll verification handled by a reconciliation engine, with a human signing rather than writing. Aimed at childcare office managers, proving value before anyone signs anything.
Renewal management handled by an anomaly detector, with a human signing rather than writing. Aimed at government compliance leads, going after the low-value tail everyone else skips.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at government compliance leads, replacing the spreadsheet that currently holds it together.
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 narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, holding service constant on a smaller team.
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 anomaly detector scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, proving value before anyone signs anything.