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.
Incident reporting handled by a voice agent, with a human signing rather than writing. Aimed at life sciences compliance leads, closing the loop while everyone is asleep.
A classifier that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at mental health solo practitioners, finding what the inspector would find, first.
A document parser that sits beside the existing system, reads what it already produces, and closes document review. Aimed at mental health clinic admins, holding service constant on a smaller team.
A document parser that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at mental health program directors, closing the loop while everyone is asleep.
A narrow workflow engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at home care agency owners, holding service constant on a smaller team.
A narrow document parser scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at home care agency owners, replacing the spreadsheet that currently holds it together.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at life sciences compliance leads, holding service constant on a smaller team.
Scheduling handled by a forecasting model, with a human signing rather than writing. Aimed at mental health solo practitioners, writing down what only one person knows.
A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at mental health solo practitioners, built for one person, not a department.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at mental health solo practitioners, closing the loop while everyone is asleep.
A classifier that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at mental health solo practitioners, starting from data the business already produces.
Point a workflow engine at claims & appeals, and let people review output instead of producing it. Aimed at mental health clinic admins, replacing the spreadsheet that currently holds it together.
Point an optimisation engine at scheduling, and let people review output instead of producing it. Aimed at mental health clinic admins, going after the low-value tail everyone else skips.
Point a workflow engine at grant & funding tracking, and let people review output instead of producing it. Aimed at mental health clinic admins, catching the error before it becomes a change order.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at mental health clinic admins, built for one person, not a department.
A forecasting model that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at mental health clinic admins, so the work stops following people home.
A reconciliation engine that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at mental health program directors, replacing the spreadsheet that currently holds it together.
Field reporting handled by a document parser, with a human signing rather than writing. Aimed at mental health program directors, starting from data the business already produces.
A classifier that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at mental health program directors, taking the phone queue off a human entirely.
Site selection handled by an optimisation engine, with a human signing rather than writing. Aimed at home care agency owners, replacing the spreadsheet that currently holds it together.
Renewal management handled by an anomaly detector, with a human signing rather than writing. Aimed at home care agency owners, replacing the spreadsheet that currently holds it together.
Point a classifier at intake & triage, and let people review output instead of producing it. Aimed at home care agency owners, taking the phone queue off a human entirely.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at home care schedulers, charging only when it actually works.
Point a workflow engine at collections, and let people review output instead of producing it. Aimed at home care schedulers, surfacing the exposure nobody has priced.