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 document parser that sits beside the existing system, reads what it already produces, and closes intake & triage. Aimed at mental health solo practitioners, replacing the spreadsheet that currently holds it together.
A voice agent that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at accounting firm owners, writing down what only one person knows.
A vision model that handles quality control end to end and hands a human the exceptions rather than the queue. Aimed at mental health solo practitioners, closing the loop while everyone is asleep.
Point a long-context reviewer at document review, and let people review output instead of producing it. Aimed at mental health program directors, built for one person, not a department.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at mental health program directors, writing down what only one person knows.
A vision model that handles inspection 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.
A forecasting model that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at home care agency owners, closing the loop while everyone is asleep.
Point a voice agent at field reporting, and let people review output instead of producing it. Aimed at home care agency owners, so the work stops following people home.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at home care schedulers, going after the low-value tail everyone else skips.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at home care schedulers, charging only when it actually works.
Point an autonomous agent at scheduling, and let people review output instead of producing it. Aimed at home care schedulers, at a tenth of what the enterprise suite charges.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at home care compliance leads, finding what the inspector would find, first.
A document parser that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at home care compliance leads, at a tenth of what the enterprise suite charges.
Payroll verification handled by a document parser, with a human signing rather than writing. Aimed at legal solo practitioners, built for one person, not a department.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at legal paralegal teams, writing down what only one person knows.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at legal ops teams, catching the error before it becomes a change order.
Point a vision model at field reporting, and let people review output instead of producing it. Aimed at legal ops teams, replacing the spreadsheet that currently holds it together.
Collections handled by an autonomous agent, with a human signing rather than writing. Aimed at accounting firm owners, going after the low-value tail everyone else skips.
A document parser that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at accounting partners, surfacing the exposure nobody has priced.
Point a long-context reviewer at document review, and let people review output instead of producing it. Aimed at accounting ops teams, finding what the inspector would find, first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at insurance agency owners, finding what the inspector would find, first.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at insurance underwriters, closing the loop while everyone is asleep.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at insurance underwriters, closing the loop while everyone is asleep.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at insurance brokers, so the work stops following people home.