12,000 ideas match, averaging 73/100 on the opportunity score. For people whose advantage is knowing an industry from the inside. Ranked so that domain-heavy, unglamorous workflows rise rather than sink.
Point a document parser at warranty & returns, and let people review output instead of producing it. Aimed at energy asset managers, taking the phone queue off a human entirely.
A document parser that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at energy asset managers, built for one person, not a department.
Point an anomaly detector at expense review, and let people review output instead of producing it. Aimed at energy asset managers, proving value before anyone signs anything.
A narrow forecasting model scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at solar owner-operators, closing the loop while everyone is asleep.
Site selection handled by an optimisation engine, with a human signing rather than writing. Aimed at solar owner-operators, surfacing the exposure nobody has priced.
A document parser that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, writing down what only one person knows.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at solar project managers, going after the low-value tail everyone else skips.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, surfacing the exposure nobody has priced.
A document parser that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at solar ops teams, taking the phone queue off a human entirely.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at utilities ops teams, holding service constant on a smaller team.
Reporting & analytics handled by a forecasting model, with a human signing rather than writing. Aimed at utilities field supervisors, closing the loop while everyone is asleep.
A workflow engine that sits beside the existing system, reads what it already produces, and closes collections. Aimed at waste management ops teams, surfacing the exposure nobody has priced.
Document review handled by a document parser, with a human signing rather than writing. Aimed at waste management fleet owners, starting from data the business already produces.
A document parser that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at agriculture growers, built for one person, not a department.
A document parser that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at agriculture agronomists, unbundling the one module people actually use.
A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, holding service constant on a smaller team.
Point a retrieval engine at customer support, and let people review output instead of producing it. Aimed at agriculture owner-operators, finding what the inspector would find, first.
A narrow classifier scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, unbundling the one module people actually use.
A forecasting model that sits beside the existing system, reads what it already produces, and closes quality control. Aimed at agriculture owner-operators, surfacing the exposure nobody has priced.
A forecasting model that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, 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 food production ops teams, finding what the inspector would find, first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at food production ops teams, going after the low-value tail everyone else skips.
A narrow forecasting model scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at hospitality owner-operators, catching the error before it becomes a change order.
Point a reconciliation engine at vendor management, and let people review output instead of producing it. Aimed at hospitality general managers, unbundling the one module people actually use.