High monetisation in industries nobody is fighting over. Unglamorous work with contracts that renew. 1,061 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.
Grant & funding tracking handled by a document parser, with a human signing rather than writing. Aimed at manufacturing maintenance leads, so the work stops following people home.
Quoting & estimating handled by a forecasting model, with a human signing rather than writing. Aimed at industrial services ops teams, going after the low-value tail everyone else skips.
A classifier that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at industrial services owner-operators, replacing the spreadsheet that currently holds it together.
A narrow autonomous agent scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at energy ops teams, finding what the inspector would find, first.
A workflow engine that sits beside the existing system, reads what it already produces, and closes shift handover. Aimed at energy compliance leads, surfacing the exposure nobody has priced.
A reconciliation engine that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, going after the low-value tail everyone else skips.
A classifier that sits beside the existing system, reads what it already produces, and closes intake & triage. Aimed at solar project managers, finding what the inspector would find, first.
An autonomous agent that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at solar ops teams, writing down what only one person knows.
A classifier that sits beside the existing system, reads what it already produces, and closes warranty & returns. Aimed at solar ops teams, writing down what only one person knows.
A narrow document parser scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at utilities ops teams, built for one person, not a department.
An anomaly detector that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at utilities compliance leads, built for one person, not a department.
Point a document parser at document review, and let people review output instead of producing it. Aimed at utilities compliance leads, so the work stops following people home.
A workflow engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at utilities field supervisors, writing down what only one person knows.
A narrow autonomous agent scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at waste management fleet owners, going after the low-value tail everyone else skips.
A forecasting model that handles lead qualification end to end and hands a human the exceptions rather than the queue. Aimed at waste management fleet owners, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at waste management fleet owners, catching the error before it becomes a change order.
Point a document parser at knowledge capture, and let people review output instead of producing it. Aimed at waste management route planners, proving value before anyone signs anything.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at waste management route planners, built for one person, not a department.
A workflow engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at agriculture growers, closing the loop while everyone is asleep.
An anomaly detector that handles demand forecasting end to end and hands a human the exceptions rather than the queue. Aimed at agriculture co-op managers, built for one person, not a department.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes collections. Aimed at agriculture agronomists, charging only when it actually works.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at agriculture agronomists, closing the loop while everyone is asleep.
Asset tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at agriculture agronomists, finding what the inspector would find, first.
Quality control handled by a forecasting model, with a human signing rather than writing. Aimed at agriculture agronomists, surfacing the exposure nobody has priced.