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.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at freight brokerage ops teams, writing down what only one person knows.
A forecasting model that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage ops teams, finding what the inspector would find, first.
A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage ops teams, going after the low-value tail everyone else skips.
An optimisation engine that handles inventory planning end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage ops teams, so the work stops following people home.
Point an optimisation engine at pricing, and let people review output instead of producing it. Aimed at freight brokerage ops teams, going after the low-value tail everyone else skips.
Scheduling handled by an optimisation engine, with a human signing rather than writing. Aimed at freight brokerage dispatchers, proving value before anyone signs anything.
A forecasting model that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at freight brokerage dispatchers, holding service constant on a smaller team.
A narrow forecasting model scoped to dispatch alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage dispatchers, so the work stops following people home.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes route planning. Aimed at last-mile delivery ops teams, unbundling the one module people actually use.
Point a forecasting model at inventory planning, and let people review output instead of producing it. Aimed at warehousing warehouse teams, built for one person, not a department.
An anomaly detector that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at warehousing warehouse teams, closing the loop while everyone is asleep.
Quality control handled by a forecasting model, with a human signing rather than writing. Aimed at warehousing ops teams, finding what the inspector would find, first.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at maritime ops teams, taking the phone queue off a human entirely.
Scheduling handled by an optimisation engine, with a human signing rather than writing. Aimed at maritime ops teams, catching the error before it becomes a change order.
A narrow retrieval engine 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 RFP response alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, finding what the inspector would find, first.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, holding service constant on a smaller team.
A vision model that sits beside the existing system, reads what it already produces, and closes quality control. Aimed at aviation ops teams, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, proving value before anyone signs anything.
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.
A forecasting model that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at aviation compliance leads, charging only when it actually works.
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.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at rail ops teams, holding service constant on a smaller team.
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.