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.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at insurance underwriters, built for one person, not a department.
A workflow engine that sits beside the existing system, reads what it already produces, and closes collections. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
Document review handled by a long-context reviewer, with a human signing rather than writing. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
Point an anomaly detector at renewal management, and let people review output instead of producing it. Aimed at construction project managers, going after the low-value tail everyone else skips.
A narrow voice agent scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at construction project managers, closing the loop while everyone is asleep.
A forecasting model that sits beside the existing system, reads what it already produces, and closes lead qualification. Aimed at construction ops teams, writing down what only one person knows.
A narrow anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, surfacing the exposure nobody has priced.
A forecasting model that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at construction estimators, going after the low-value tail everyone else skips.
An anomaly detector that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at architecture principals, replacing the spreadsheet that currently holds it together.
A classifier that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at architecture project architects, so the work stops following people home.
Reconciliation handled by a document parser, with a human signing rather than writing. Aimed at architecture project architects, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at facilities maintenance leads, going after the low-value tail everyone else skips.
A document parser that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage brokers, going after the low-value tail everyone else skips.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage ops teams, catching the error before it becomes a change order.
A narrow vision model scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage dispatchers, replacing the spreadsheet that currently holds it together.
A workflow engine that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at freight brokerage dispatchers, replacing the spreadsheet that currently holds it together.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at warehousing ops teams, finding what the inspector would find, first.
Point an anomaly detector at maintenance planning, and let people review output instead of producing it. Aimed at maritime surveyors, writing down what only one person knows.
A reconciliation engine that handles invoicing end to end and hands a human the exceptions rather than the queue. Aimed at aviation ops teams, so the work stops following people home.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes payroll verification. Aimed at aviation compliance leads, replacing the spreadsheet that currently holds it together.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at rail compliance leads, replacing the spreadsheet that currently holds it together.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at manufacturing ops teams, built for one person, not a department.
Margin monitoring handled by a forecasting model, with a human signing rather than writing. Aimed at manufacturing ops teams, writing down what only one person knows.
Document review handled by a document parser, with a human signing rather than writing. Aimed at manufacturing quality teams, replacing the spreadsheet that currently holds it together.