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 reconciliation engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at energy compliance leads, charging only when it actually works.
A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at energy asset managers, so the work stops following people home.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at solar owner-operators, catching the error before it becomes a change order.
Vendor management handled by a reconciliation engine, with a human signing rather than writing. Aimed at solar project managers, writing down what only one person knows.
A forecasting model that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at solar ops teams, so the work stops following people home.
A narrow forecasting model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at waste management route planners, proving value before anyone signs anything.
A document parser that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at agriculture agronomists, finding what the inspector would find, first.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at food production ops teams, catching the error before it becomes a change order.
Point a workflow engine at permit & licence tracking, and let people review output instead of producing it. Aimed at energy asset managers, holding service constant on a smaller team.
A narrow document parser scoped to expense review alone — no platform, no migration, no six-month rollout. Aimed at energy asset managers, taking the phone queue off a human entirely.
A forecasting model that handles inventory planning end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, finding what the inspector would find, first.
A retrieval engine that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at solar ops teams, catching the error before it becomes a change order.
A workflow engine that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at utilities ops teams, writing down what only one person knows.
An anomaly detector that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at utilities compliance leads, at a tenth of what the enterprise suite charges.
Payroll verification handled by a document parser, with a human signing rather than writing. Aimed at utilities compliance leads, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, writing down what only one person knows.
A narrow reconciliation engine scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at waste management 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 renewal management. Aimed at waste management fleet owners, so the work stops following people home.
A document parser that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at agriculture owner-operators, so the work stops following people home.
A workflow engine that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, finding what the inspector would find, first.
An anomaly detector that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, proving value before anyone signs anything.
An optimisation engine that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at food production quality 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 intake & triage. Aimed at food production quality teams, replacing the spreadsheet that currently holds it together.
A forecasting model that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at food production ops teams, going after the low-value tail everyone else skips.