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.
Demand forecasting handled by an anomaly detector, with a human signing rather than writing. Aimed at agriculture owner-operators, writing down what only one person knows.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, replacing the spreadsheet that currently holds it together.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at agriculture owner-operators, going after the low-value tail everyone else skips.
A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Aimed at agriculture owner-operators, writing down what only one person knows.
An anomaly detector that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at agriculture owner-operators, surfacing the exposure nobody has priced.
A narrow reconciliation engine scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at food production plant supervisors, so the work stops following people home.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Aimed at food production plant supervisors, replacing the spreadsheet that currently holds it together.
An anomaly detector that handles quality control end to end and hands a human the exceptions rather than the queue. Aimed at food production ops teams, taking the phone queue off a human entirely.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at wholesale inventory planners, finding what the inspector would find, first.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at automotive parts managers, taking the phone queue off a human entirely.
Scheduling handled by a forecasting model, with a human signing rather than writing. Aimed at equipment rental dispatchers, starting from data the business already produces.
A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at equipment rental dispatchers, finding what the inspector would find, first.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at equipment rental dispatchers, replacing the spreadsheet that currently holds it together.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental dispatchers, replacing the spreadsheet that currently holds it together.
A geospatial model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at equipment rental dispatchers, writing down what only one person knows.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at equipment rental dispatchers, closing the loop while everyone is asleep.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at education department heads, built for one person, not a department.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at education program directors, unbundling the one module people actually use.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at trade schools program directors, so the work stops following people home.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at government program directors, so the work stops following people home.
An anomaly detector that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, closing the loop while everyone is asleep.
An anomaly detector that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, replacing the spreadsheet that currently holds it together.
Shift handover handled by a workflow engine, with a human signing rather than writing. Aimed at government program directors, so the work stops following people home.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, surfacing the exposure nobody has priced.