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.
Point a retrieval engine at grant & funding tracking, and let people review output instead of producing it. Aimed at utilities ops teams, starting from data the business already produces.
A narrow voice agent scoped to incident reporting alone — no platform, no migration, no six-month rollout. Aimed at utilities compliance leads, taking the phone queue off a human entirely.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at utilities field supervisors, surfacing the exposure nobody has priced.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, going after the low-value tail everyone else skips.
Asset tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at waste management ops teams, replacing the spreadsheet that currently holds it together.
Point a forecasting model at lead qualification, and let people review output instead of producing it. Aimed at waste management 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 site selection. Aimed at waste management ops teams, closing the loop while everyone is asleep.
A forecasting model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at waste management fleet owners, holding service constant on a smaller team.
Point a long-context reviewer at document review, and let people review output instead of producing it. Aimed at waste management route planners, going after the low-value tail everyone else skips.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at waste management route planners, so the work stops following people home.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at waste management route planners, unbundling the one module people actually use.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at waste management route planners, built for one person, not a department.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at waste management route planners, replacing the spreadsheet that currently holds it together.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at agriculture growers, so the work stops following people home.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at agriculture growers, holding service constant on a smaller team.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at agriculture co-op managers, catching the error before it becomes a change order.
A narrow anomaly detector scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at agriculture co-op managers, at a tenth of what the enterprise suite charges.
A narrow reconciliation engine scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at agriculture agronomists, writing down what only one person knows.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at agriculture agronomists, going after the low-value tail everyone else skips.
Point an anomaly detector at permit & licence tracking, and let people review output instead of producing it. Aimed at agriculture agronomists, at a tenth of what the enterprise suite charges.
Point a retrieval engine at compliance audit, and let people review output instead of producing it. Aimed at agriculture owner-operators, unbundling the one module people actually use.
Permit & licence tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at agriculture owner-operators, taking the phone queue off a human entirely.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at food production quality teams, replacing the spreadsheet that currently holds it together.
A forecasting model that handles site selection end to end and hands a human the exceptions rather than the queue. Aimed at wholesale inventory planners, closing the loop while everyone is asleep.