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 anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, surfacing the exposure nobody has priced.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at real estate brokers, 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 claims & appeals. Aimed at logistics dispatchers, so the work stops following people home.
Point a classifier at expense review, and let people review output instead of producing it. Aimed at logistics dispatchers, holding service constant on a smaller team.
A document parser that sits beside the existing system, reads what it already produces, and closes warranty & returns. Aimed at construction owner-operators, closing the loop while everyone is asleep.
A narrow anomaly detector scoped to asset tracking alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, charging only when it actually works.
A narrow forecasting model scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, replacing the spreadsheet that currently holds it together.
An anomaly detector that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, replacing the spreadsheet that currently holds it together.
A narrow classifier scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, unbundling the one module people actually use.
A narrow document parser scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at real estate brokers, writing down what only one person knows.
A narrow workflow engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at real estate property managers, so the work stops following people home.
A forecasting model that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at real estate property managers, so the work stops following people home.
A forecasting model that handles lead qualification end to end and hands a human the exceptions rather than the queue. Aimed at property management property managers, proving value before anyone signs anything.
Knowledge capture handled by a document parser, with a human signing rather than writing. 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 vendor management. Aimed at property management maintenance leads, holding service constant on a smaller team.
A workflow engine that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at property management maintenance leads, charging only when it actually works.
Maintenance planning handled by an optimisation engine, with a human signing rather than writing. Aimed at logistics fleet owners, closing the loop while everyone is asleep.
Point a workflow engine at vendor management, and let people review output instead of producing it. Aimed at logistics fleet owners, starting from data the business already produces.
Risk assessment handled by a forecasting model, with a human signing rather than writing. Aimed at logistics fleet owners, closing the loop while everyone is asleep.
Vendor management handled by an anomaly detector, with a human signing rather than writing. Aimed at logistics dispatchers, writing down what only one person knows.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at logistics dispatchers, taking the phone queue off a human entirely.
Collections handled by a forecasting model, with a human signing rather than writing. Aimed at logistics dispatchers, catching the error before it becomes a change order.
Reconciliation handled by a reconciliation engine, with a human signing rather than writing. Aimed at logistics ops teams, so the work stops following people home.
Incident reporting handled by a workflow engine, with a human signing rather than writing. Aimed at logistics ops teams, starting from data the business already produces.