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 long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at telecom ops teams, writing down what only one person knows.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at telecom field supervisors, replacing the spreadsheet that currently holds it together.
A document parser that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at telecom compliance leads, finding what the inspector would find, first.
A narrow forecasting model scoped to route planning alone — no platform, no migration, no six-month rollout. Aimed at telecom compliance leads, built for one person, not a department.
Compliance audit handled by a vision model, with a human signing rather than writing. Aimed at dental practice owners, built for one person, not a department.
A forecasting model that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at dental office managers, built for one person, not a department.
Warranty & returns handled by a workflow engine, with a human signing rather than writing. Aimed at dental clinic admins, surfacing the exposure nobody has priced.
Collections handled by a forecasting model, with a human signing rather than writing. Aimed at veterinary practice owners, built for one person, not a department.
Shift handover handled by a voice agent, with a human signing rather than writing. Aimed at veterinary practice owners, closing the loop while everyone is asleep.
A narrow workflow engine scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at veterinary practice owners, taking the phone queue off a human entirely.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at veterinary practice owners, proving value before anyone signs anything.
An anomaly detector that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at veterinary office managers, taking the phone queue off a human entirely.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at veterinary office managers, catching the error before it becomes a change order.
A voice agent that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at veterinary technicians, built for one person, not a department.
Point an autonomous agent at onboarding, and let people review output instead of producing it. Aimed at veterinary technicians, holding service constant on a smaller team.
Point a forecasting model at demand forecasting, and let people review output instead of producing it. Aimed at veterinary technicians, so the work stops following people home.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at life sciences study leads, catching the error before it becomes a change order.
Point a classifier at intake & triage, and let people review output instead of producing it. Aimed at life sciences study leads, so the work stops following people home.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at life sciences compliance leads, holding service constant on a smaller team.
Renewal management handled by a workflow engine, with a human signing rather than writing. Aimed at life sciences compliance leads, finding what the inspector would find, first.
A classifier that handles lead qualification end to end and hands a human the exceptions rather than the queue. Aimed at mental health solo practitioners, built for one person, not a department.
A forecasting model that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at mental health solo practitioners, replacing the spreadsheet that currently holds it together.
An anomaly detector that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at mental health clinic admins, taking the phone queue off a human entirely.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at mental health clinic admins, built for one person, not a department.