Data loops and workflow lock-in that compound. Slower to start, much harder to copy. 2,022 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.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at logistics dispatchers, starting from data the business already produces.
Quoting & estimating handled by a forecasting model, with a human signing rather than writing. Aimed at logistics dispatchers, replacing the spreadsheet that currently holds it together.
Point an optimisation engine at maintenance planning, and let people review output instead of producing it. Aimed at logistics ops teams, built for one person, not a department.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at logistics warehouse teams, starting from data the business already produces.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at logistics warehouse teams, finding what the inspector would find, first.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage brokers, closing the loop while everyone is asleep.
An optimisation engine that handles dispatch end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage ops teams, built for one person, not a department.
An optimisation engine that handles dispatch end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage dispatchers, taking the phone queue off a human entirely.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at freight brokerage dispatchers, built for one person, not a department.
A forecasting model that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at last-mile delivery ops teams, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at last-mile delivery dispatchers, proving value before anyone signs anything.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at warehousing warehouse teams, finding what the inspector would find, first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes document review. Aimed at warehousing inventory planners, catching the error before it becomes a change order.
A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Aimed at maritime surveyors, proving value before anyone signs anything.
A narrow vision model scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, replacing the spreadsheet that currently holds it together.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, holding service constant on a smaller team.
Field reporting handled by a vision model, with a human signing rather than writing. Aimed at aviation ops teams, taking the phone queue off a human entirely.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at aviation maintenance 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 compliance audit. Aimed at aviation maintenance leads, built for one person, not a department.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at aviation maintenance leads, taking the phone queue off a human entirely.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at manufacturing plant supervisors, replacing the spreadsheet that currently holds it together.
A narrow geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at manufacturing plant supervisors, holding service constant on a smaller team.
An anomaly detector that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing ops teams, catching the error before it becomes a change order.
A narrow optimisation engine scoped to maintenance planning alone — no platform, no migration, no six-month rollout. Aimed at manufacturing ops teams, surfacing the exposure nobody has priced.