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.
A workflow engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at manufacturing plant supervisors, taking the phone queue off a human entirely.
An anomaly detector that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing ops teams, catching the error before it becomes a change order.
Training & competency handled by a forecasting model, with a human signing rather than writing. Aimed at energy ops teams, closing the loop while everyone is asleep.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at solar project managers, starting from data the business already produces.
A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at hospitality general managers, built for one person, not a department.
Point a document parser at grant & funding tracking, and let people review output instead of producing it. Aimed at manufacturing plant supervisors, closing the loop while everyone is asleep.
A narrow optimisation engine scoped to maintenance planning alone — no platform, no migration, no six-month rollout. Aimed at manufacturing ops teams, surfacing the exposure nobody has priced.
A forecasting model that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at manufacturing ops teams, charging only when it actually works.
A forecasting model that handles site selection end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing quality teams, writing down what only one person knows.
A forecasting model that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at manufacturing quality teams, finding what the inspector would find, first.
Point an optimisation engine at maintenance planning, and let people review output instead of producing it. Aimed at manufacturing maintenance leads, at a tenth of what the enterprise suite charges.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at manufacturing maintenance leads, holding service constant on a smaller team.
Vendor management handled by a workflow engine, with a human signing rather than writing. Aimed at industrial services field supervisors, replacing the spreadsheet that currently holds it together.
A forecasting model that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at industrial services owner-operators, surfacing the exposure nobody has priced.
Training & competency handled by a forecasting model, with a human signing rather than writing. Aimed at energy compliance leads, finding what the inspector would find, first.
A narrow anomaly detector scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, closing the loop while everyone is asleep.
A classifier that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at energy compliance leads, surfacing the exposure nobody has priced.
A workflow engine that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at energy asset managers, 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 contract analysis. Aimed at energy asset managers, starting from data the business already produces.
A forecasting model that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at energy asset managers, unbundling the one module people actually use.
A reconciliation engine that handles reconciliation end to end and hands a human the exceptions rather than the queue. Aimed at solar project managers, built for one person, not a department.
A narrow workflow engine scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at agriculture agronomists, holding service constant on a smaller team.
A narrow anomaly detector scoped to expense review alone — no platform, no migration, no six-month rollout. Aimed at food production plant supervisors, built for one person, not a department.
Intake & triage handled by a document parser, with a human signing rather than writing. Aimed at food production ops teams, proving value before anyone signs anything.