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.
Quoting & estimating handled by a forecasting model, with a human signing rather than writing. Aimed at fintech 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 margin monitoring. Aimed at fintech compliance leads, so the work stops following people home.
A narrow document parser scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at lending underwriters, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at lending ops teams, so the work stops following people home.
A narrow optimisation engine scoped to inventory planning alone — no platform, no migration, no six-month rollout. Aimed at lending ops teams, catching the error before it becomes a change order.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at wealth management firm owners, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at construction project managers, at a tenth of what the enterprise suite charges.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at construction ops teams, finding what the inspector would find, first.
A voice agent that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, so the work stops following people home.
Collections handled by a workflow engine, with a human signing rather than writing. Aimed at construction estimators, finding what the inspector would find, first.
A forecasting model that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at construction estimators, going after the low-value tail everyone else skips.
Point a vision model at asset tracking, and let people review output instead of producing it. Aimed at fintech compliance leads, taking the phone queue off a human entirely.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at wealth management compliance leads, taking the phone queue off a human entirely.
Point an anomaly detector at renewal management, and let people review output instead of producing it. Aimed at construction project managers, going after the low-value tail everyone else skips.
Reporting & analytics handled by a forecasting model, with a human signing rather than writing. Aimed at construction ops teams, finding what the inspector would find, first.
A workflow engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, taking the phone queue off a human entirely.
Point a classifier at customer support, and let people review output instead of producing it. Aimed at construction ops teams, replacing the spreadsheet that currently holds it together.
A document parser that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, built for one person, not a department.
A narrow anomaly detector scoped to permit & licence tracking alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, charging only when it actually works.
Point a forecasting model at collections, and let people review output instead of producing it. Aimed at construction estimators, going after the low-value tail everyone else skips.
A workflow engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at construction estimators, catching the error before it becomes a change order.
Point a long-context reviewer at proposal writing, and let people review output instead of producing it. Aimed at construction estimators, finding what the inspector would find, first.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at construction estimators, replacing the spreadsheet that currently holds it together.
Point an autonomous agent at scheduling, and let people review output instead of producing it. Aimed at construction estimators, holding service constant on a smaller team.