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 retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at lending underwriters, starting from data the business already produces.
Payroll verification handled by a document parser, with a human signing rather than writing. Aimed at lending ops teams, catching the error before it becomes a change order.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes permit & licence tracking. Aimed at construction owner-operators, holding service constant on a smaller team.
A workflow engine that sits beside the existing system, reads what it already produces, and closes onboarding. Aimed at construction estimators, holding service constant on a smaller team.
A narrow document parser scoped to warranty & returns alone — no platform, no migration, no six-month rollout. Aimed at real estate property managers, closing the loop while everyone is asleep.
An anomaly detector that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at property management owner-operators, unbundling the one module people actually use.
A narrow document parser scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at facilities maintenance leads, going after the low-value tail everyone else skips.
A document parser that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at logistics fleet owners, so the work stops following people home.
Point a vision model at quality control, and let people review output instead of producing it. Aimed at logistics fleet owners, surfacing the exposure nobody has priced.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at lending underwriters, starting from data the business already produces.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at wealth management advisors, going after the low-value tail everyone else skips.
Point a forecasting model at scheduling, and let people review output instead of producing it. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, unbundling the one module people actually use.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at construction project managers, charging only when it actually works.
Point a workflow engine at invoicing, and let people review output instead of producing it. Aimed at construction ops teams, writing down what only one person knows.
Point a reconciliation engine at reporting & analytics, and let people review output instead of producing it. Aimed at construction owner-operators, starting from data the business already produces.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at construction owner-operators, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, so the work stops following people home.
A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at construction estimators, catching the error before it becomes a change order.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at construction estimators, holding service constant on a smaller team.
Inspection handled by a document parser, with a human signing rather than writing. Aimed at property management property managers, replacing the spreadsheet that currently holds it together.
Margin monitoring handled by an anomaly detector, with a human signing rather than writing. Aimed at property management property managers, so the work stops following people home.
Point a forecasting model at scheduling, and let people review output instead of producing it. Aimed at property management maintenance leads, finding what the inspector would find, first.
Point a reconciliation engine at vendor management, and let people review output instead of producing it. Aimed at facilities ops teams, replacing the spreadsheet that currently holds it together.