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 margin monitoring. Aimed at freight brokerage brokers, replacing the spreadsheet that currently holds it together.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at freight brokerage dispatchers, holding service constant on a smaller team.
A workflow engine that sits beside the existing system, reads what it already produces, and closes shift handover. Aimed at freight brokerage dispatchers, catching the error before it becomes a change order.
A document parser that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage dispatchers, going after the low-value tail everyone else skips.
A document parser that handles claims & appeals 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.
A vision model that sits beside the existing system, reads what it already produces, and closes inspection. Aimed at warehousing ops teams, going after the low-value tail everyone else skips.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at warehousing inventory planners, built for one person, not a department.
A narrow reconciliation engine scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at maritime surveyors, charging only when it actually works.
A voice agent that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at maritime fleet owners, so the work stops following people home.
A vision model that handles quality control end to end and hands a human the exceptions rather than the queue. Aimed at maritime ops teams, proving value before anyone signs anything.
Vendor management handled by a reconciliation engine, with a human signing rather than writing. Aimed at aviation ops teams, charging only when it actually works.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at aviation ops teams, charging only when it actually works.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at aviation ops teams, so the work stops following people home.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at aviation maintenance leads, built for one person, not a department.
Point a document parser at expense review, and let people review output instead of producing it. Aimed at aviation maintenance leads, unbundling the one module people actually use.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Aimed at aviation compliance leads, finding what the inspector would find, first.
Knowledge capture handled by a document parser, with a human signing rather than writing. Aimed at aviation compliance leads, starting from data the business already produces.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at aviation compliance leads, catching the error before it becomes a change order.
A workflow engine that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at rail ops teams, finding what the inspector would find, first.
Point an autonomous agent at onboarding, and let people review output instead of producing it. Aimed at rail maintenance leads, closing the loop while everyone is asleep.
Inspection handled by a document parser, with a human signing rather than writing. Aimed at rail compliance leads, built for one person, not a department.
Dispatch handled by a workflow engine, with a human signing rather than writing. Aimed at rail compliance leads, built for one person, not a department.
A narrow workflow engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at manufacturing plant supervisors, replacing the spreadsheet that currently holds it together.
A document parser that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at manufacturing plant supervisors, writing down what only one person knows.