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 narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at wealth management firm owners, catching the error before it becomes a change order.
Point a document parser at claims & appeals, and let people review output instead of producing it. Aimed at construction owner-operators, surfacing the exposure nobody has priced.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at construction owner-operators, finding what the inspector would find, first.
Point a vision model at field reporting, and let people review output instead of producing it. Aimed at construction owner-operators, so the work stops following people home.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at construction estimators, holding service constant on a smaller team.
A forecasting model that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, unbundling the one module people actually use.
An anomaly detector that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at architecture principals, replacing the spreadsheet that currently holds it together.
A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at real estate brokers, surfacing the exposure nobody has priced.
Point an optimisation engine at inventory planning, and let people review output instead of producing it. Aimed at real estate property managers, built for one person, not a department.
Point a reconciliation engine at invoicing, and let people review output instead of producing it. Aimed at property management property managers, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes expense review. Aimed at wealth management firm owners, taking the phone queue off a human entirely.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at wealth management compliance leads, finding what the inspector would find, first.
Margin monitoring handled by a forecasting model, with a human signing rather than writing. Aimed at construction project managers, so the work stops following people home.
A workflow engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, starting from data the business already produces.
A narrow document parser scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at construction project managers, unbundling the one module people actually use.
A document parser that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, unbundling the one module people actually use.
Renewal management handled by an anomaly detector, with a human signing rather than writing. Aimed at construction ops teams, at a tenth of what the enterprise suite charges.
Point an optimisation engine at scheduling, and let people review output instead of producing it. Aimed at construction owner-operators, holding service constant on a smaller team.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at construction owner-operators, taking the phone queue off a human entirely.
A reconciliation engine that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, finding what the inspector would find, first.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, unbundling the one module people actually use.
Compliance audit handled by a retrieval engine, with a human signing rather than writing. Aimed at real estate owner-operators, writing down what only one person knows.
Payroll verification handled by a document parser, with a human signing rather than writing. Aimed at real estate owner-operators, unbundling the one module people actually use.
A narrow document parser scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at property management property managers, closing the loop while everyone is asleep.