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.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at construction estimators, closing the loop while everyone is asleep.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, proving value before anyone signs anything.
Quoting & estimating handled by a forecasting model, with a human signing rather than writing. Aimed at logistics fleet owners, proving value before anyone signs anything.
A forecasting model that sits beside the existing system, reads what it already produces, and closes collections. Aimed at logistics dispatchers, going after the low-value tail everyone else skips.
A narrow anomaly detector scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at logistics ops teams, writing down what only one person knows.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes route planning. Aimed at logistics warehouse teams, finding what the inspector would find, first.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at logistics warehouse teams, replacing the spreadsheet that currently holds it together.
Point a forecasting model at quoting & estimating, and let people review output instead of producing it. Aimed at freight brokerage ops teams, finding what the inspector would find, first.
A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage ops teams, unbundling the one module people actually use.
A forecasting model that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage dispatchers, at a tenth of what the enterprise suite charges.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at freight brokerage dispatchers, replacing the spreadsheet that currently holds it together.
Site selection handled by an optimisation engine, with a human signing rather than writing. Aimed at last-mile delivery dispatchers, closing the loop while everyone is asleep.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at last-mile delivery owner-operators, at a tenth of what the enterprise suite charges.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at warehousing warehouse teams, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at warehousing warehouse teams, finding what the inspector would find, first.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at warehousing ops teams, closing the loop while everyone is asleep.
A retrieval engine that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at warehousing ops teams, closing the loop while everyone is asleep.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, starting from data the business already produces.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at aviation maintenance leads, built for one person, not a department.
An anomaly detector that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at aviation compliance leads, catching the error before it becomes a change order.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at aviation compliance leads, unbundling the one module people actually use.
Point a voice agent at field reporting, and let people review output instead of producing it. Aimed at aviation compliance leads, replacing the spreadsheet that currently holds it together.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at rail ops teams, built for one person, not a department.