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 forecasting model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at property management owner-operators, built for one person, not a department.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at property management maintenance leads, built for one person, not a department.
Point a forecasting model at dispatch, and let people review output instead of producing it. Aimed at logistics dispatchers, going after the low-value tail everyone else skips.
Pricing handled by a forecasting model, with a human signing rather than writing. Aimed at logistics dispatchers, writing down what only one person knows.
A narrow forecasting model scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at logistics dispatchers, finding what the inspector would find, first.
A classifier that sits beside the existing system, reads what it already produces, and closes warranty & returns. Aimed at logistics dispatchers, going after the low-value tail everyone else skips.
Point a long-context reviewer at contract analysis, and let people review output instead of producing it. Aimed at freight brokerage ops teams, 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 contract analysis. Aimed at freight brokerage ops teams, catching the error before it becomes a change order.
A narrow anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage ops teams, proving value before anyone signs anything.
Point an anomaly detector at reconciliation, and let people review output instead of producing it. Aimed at freight brokerage dispatchers, replacing the spreadsheet that currently holds it together.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Aimed at freight brokerage dispatchers, replacing the spreadsheet that currently holds it together.
A narrow forecasting model scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at warehousing warehouse teams, finding what the inspector would find, first.
A long-context reviewer that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at warehousing warehouse teams, writing down what only one person knows.
Collections handled by an autonomous agent, with a human signing rather than writing. Aimed at warehousing ops teams, going after the low-value tail everyone else skips.
A vision model that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at warehousing inventory planners, 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 warehousing inventory planners, surfacing the exposure nobody has priced.
A narrow vision model scoped to asset tracking alone — no platform, no migration, no six-month rollout. Aimed at maritime surveyors, charging only when it actually works.
Shift handover handled by a document parser, with a human signing rather than writing. Aimed at maritime surveyors, starting from data the business already produces.
A narrow vision model scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at rail maintenance leads, holding service constant on a smaller team.
A vision model that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at rail compliance leads, taking the phone queue off a human entirely.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Aimed at rail compliance leads, closing the loop while everyone is asleep.
A narrow forecasting model scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at manufacturing plant supervisors, finding what the inspector would find, first.
A geospatial model that handles site selection end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing plant supervisors, holding service constant on a smaller team.
Grant & funding tracking handled by a document parser, with a human signing rather than writing. Aimed at manufacturing plant supervisors, taking the phone queue off a human entirely.