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.
An anomaly detector that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at franchising field supervisors, so the work stops following people home.
Point a geospatial model at site selection, and let people review output instead of producing it. Aimed at franchising field supervisors, catching the error before it becomes a change order.
Point a workflow engine at collections, and let people review output instead of producing it. Aimed at franchising field supervisors, so the work stops following people home.
Quoting & estimating handled by a forecasting model, with a human signing rather than writing. Aimed at funeral services owner-operators, closing the loop while everyone is asleep.
A retrieval engine that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at funeral services office managers, catching the error before it becomes a change order.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at pest control owner-operators, surfacing the exposure nobody has priced.
Margin monitoring handled by a reconciliation engine, with a human signing rather than writing. Aimed at landscaping owner-operators, replacing the spreadsheet that currently holds it together.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Aimed at landscaping estimators, starting from data the business already produces.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at landscaping estimators, surfacing the exposure nobody has priced.
Point a voice agent at intake & triage, and let people review output instead of producing it. Aimed at security services field supervisors, surfacing the exposure nobody has priced.
A classifier that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at telecom ops teams, finding what the inspector would find, first.
A narrow optimisation engine scoped to route planning alone — no platform, no migration, no six-month rollout. Aimed at telecom compliance leads, finding what the inspector would find, first.
Point an autonomous agent at customer support, and let people review output instead of producing it. Aimed at telecom compliance leads, finding what the inspector would find, first.
A narrow anomaly detector scoped to margin monitoring alone — no platform, no migration, no six-month rollout. Aimed at dental clinic admins, built for one person, not a department.
Invoicing handled by a workflow engine, with a human signing rather than writing. Aimed at dental clinic admins, finding what the inspector would find, first.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at veterinary practice owners, taking the phone queue off a human entirely.
A narrow autonomous agent scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at veterinary practice owners, holding service constant on a smaller team.
A document parser that sits beside the existing system, reads what it already produces, and closes shift handover. Aimed at veterinary office managers, writing down what only one person knows.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at veterinary office managers, writing down what only one person knows.
Point a forecasting model at risk assessment, and let people review output instead of producing it. Aimed at veterinary office managers, closing the loop while everyone is asleep.
Dispatch handled by a forecasting model, with a human signing rather than writing. Aimed at veterinary technicians, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at life sciences study leads, taking the phone queue off a human entirely.
Point an anomaly detector at margin monitoring, and let people review output instead of producing it. Aimed at life sciences study leads, finding what the inspector would find, first.
Margin monitoring handled by a reconciliation engine, with a human signing rather than writing. Aimed at life sciences lab managers, built for one person, not a department.