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 vision model that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing quality teams, taking the phone queue off a human entirely.
Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at manufacturing maintenance leads, writing down what only one person knows.
Point a forecasting model at scheduling, and let people review output instead of producing it. Aimed at industrial services owner-operators, built for one person, not a department.
Site selection handled by a geospatial model, with a human signing rather than writing. Aimed at industrial services owner-operators, replacing the spreadsheet that currently holds it together.
Point a geospatial model at site selection, and let people review output instead of producing it. Aimed at industrial services owner-operators, replacing the spreadsheet that currently holds it together.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at industrial services owner-operators, writing down what only one person knows.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at energy ops teams, replacing the spreadsheet that currently holds it together.
A narrow anomaly detector scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at energy ops teams, going after the low-value tail everyone else skips.
An autonomous agent that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at energy ops teams, starting from data the business already produces.
A long-context reviewer that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at energy compliance leads, going after the low-value tail everyone else skips.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at energy compliance leads, 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 energy asset managers, holding service constant on a smaller team.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at energy asset managers, writing down what only one person knows.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at energy asset managers, taking the phone queue off a human entirely.
Permit & licence tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at energy asset managers, unbundling the one module people actually use.
A narrow forecasting model scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at energy asset managers, going after the low-value tail everyone else skips.
An optimisation engine that handles dispatch end to end and hands a human the exceptions rather than the queue. Aimed at energy asset managers, finding what the inspector would find, first.
A narrow optimisation engine scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at solar ops teams, replacing the spreadsheet that currently holds it together.
Point an anomaly detector at payroll verification, and let people review output instead of producing it. Aimed at utilities ops teams, finding what the inspector would find, first.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at utilities compliance leads, replacing the spreadsheet that currently holds it together.
Point a vision model at field reporting, and let people review output instead of producing it. Aimed at utilities field supervisors, taking the phone queue off a human entirely.
Document review handled by a long-context reviewer, with a human signing rather than writing. Aimed at utilities field supervisors, built for one person, not a department.
A reconciliation engine that handles payroll verification end to end and hands a human the exceptions rather than the queue. Aimed at utilities field supervisors, catching the error before it becomes a change order.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at utilities field supervisors, writing down what only one person knows.