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.
Expense review handled by a document parser, with a human signing rather than writing. Aimed at mental health program directors, proving value before anyone signs anything.
A document parser that sits beside the existing system, reads what it already produces, and closes incident reporting. Aimed at home care agency owners, going after the low-value tail everyone else skips.
Point a retrieval engine at contract analysis, 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 handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Aimed at home care agency owners, catching the error before it becomes a change order.
A classifier that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at home care agency owners, writing down what only one person knows.
An autonomous agent that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at home care schedulers, going after the low-value tail everyone else skips.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at home care schedulers, proving value before anyone signs anything.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at home care schedulers, catching the error before it becomes a change order.
A narrow geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at home care schedulers, taking the phone queue off a human entirely.
A narrow classifier scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at home care compliance leads, charging only when it actually works.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at legal paralegal teams, writing down what only one person knows.
A narrow long-context reviewer scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at insurance underwriters, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at insurance underwriters, surfacing the exposure nobody has priced.
A workflow engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, writing down what only one person knows.
A document parser that sits beside the existing system, reads what it already produces, and closes document review. Aimed at construction ops teams, so the work stops following people home.
A document parser that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at construction ops teams, proving value before anyone signs anything.
A narrow workflow engine scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, 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 construction owner-operators, finding what the inspector would find, first.
Margin monitoring handled by a reconciliation engine, with a human signing rather than writing. Aimed at construction estimators, built for one person, not a department.
A forecasting model that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at construction estimators, surfacing the exposure nobody has priced.
A document parser that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, writing down what only one person knows.
Point a forecasting model at pricing, and let people review output instead of producing it. Aimed at construction estimators, built for one person, not a department.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at architecture principals, built for one person, not a department.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at architecture principals, starting from data the business already produces.