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 forecasting model that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at lending underwriters, surfacing the exposure nobody has priced.
A retrieval engine that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, built for one person, not a department.
A change monitor that sits beside the existing system, reads what it already produces, and closes permit & licence tracking. Aimed at construction owner-operators, replacing the spreadsheet that currently holds it together.
A voice agent that sits beside the existing system, reads what it already produces, and closes inspection. Aimed at property management maintenance leads, unbundling the one module people actually use.
Point a document parser at reporting & analytics, and let people review output instead of producing it. Aimed at construction ops teams, starting from data the business already produces.
A forecasting model that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, catching the error before it becomes a change order.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at construction owner-operators, going after the low-value tail everyone else skips.
A voice agent that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at construction owner-operators, taking the phone queue off a human entirely.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at construction estimators, catching the error before it becomes a change order.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at construction estimators, catching the error before it becomes a change order.
Point an anomaly detector at demand forecasting, and let people review output instead of producing it. Aimed at construction estimators, taking the phone queue off a human entirely.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at construction estimators, charging only when it actually works.
Point a document parser at shift handover, and let people review output instead of producing it. Aimed at construction estimators, so the work stops following people home.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at architecture ops teams, going after the low-value tail everyone else skips.
Payroll verification handled by a document parser, with a human signing rather than writing. Aimed at real estate brokers, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at real estate property managers, surfacing the exposure nobody has priced.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at property management property managers, replacing the spreadsheet that currently holds it together.
A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at property management property managers, unbundling the one module people actually use.
Point a geospatial model at site selection, and let people review output instead of producing it. Aimed at property management owner-operators, replacing the spreadsheet that currently holds it together.
An autonomous agent that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at property management maintenance leads, writing down what only one person knows.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at property management maintenance leads, charging only when it actually works.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at property management maintenance leads, starting from data the business already produces.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at logistics fleet owners, at a tenth of what the enterprise suite charges.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at logistics fleet owners, built for one person, not a department.