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 an optimisation engine at site selection, and let people review output instead of producing it. Aimed at solar project managers, holding service constant on a smaller team.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at utilities compliance leads, starting from data the business already produces.
Risk assessment handled by an anomaly detector, with a human signing rather than writing. Aimed at agriculture growers, replacing the spreadsheet that currently holds it together.
A document parser that handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Aimed at food production quality teams, starting from data the business already produces.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at utilities ops teams, finding what the inspector would find, first.
A narrow document parser scoped to incident reporting alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, writing down what only one person knows.
Permit & licence tracking handled by an anomaly detector, with a human signing rather than writing. Aimed at waste management ops teams, writing down what only one person knows.
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.
A forecasting model that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at waste management route planners, starting from data the business already produces.
A narrow document parser scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at waste management route planners, surfacing the exposure nobody has priced.
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.
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.
A forecasting model that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at agriculture agronomists, finding what the inspector would find, first.
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.
Point an anomaly detector at margin monitoring, and let people review output instead of producing it. Aimed at agriculture owner-operators, built for one person, not a department.
Demand forecasting handled by a forecasting model, with a human signing rather than writing. Aimed at agriculture owner-operators, finding what the inspector would find, first.
Warranty & returns handled by a document parser, with a human signing rather than writing. Aimed at agriculture owner-operators, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at agriculture owner-operators, finding what the inspector would find, first.
A forecasting model that sits beside the existing system, reads what it already produces, and closes quality control. Aimed at food production quality teams, finding what the inspector would find, first.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at food production quality teams, built for one person, not a department.
An anomaly detector that handles vendor management 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 forecasting model that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at hospitality ops teams, proving value before anyone signs anything.
Intake & triage handled by a document parser, with a human signing rather than writing. Aimed at restaurants owner-operators, finding what the inspector would find, first.