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 contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at accounting partners, going after the low-value tail everyone else skips.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at fintech cfos, at a tenth of what the enterprise suite charges.
A document parser that handles invoicing end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, finding what the inspector would find, first.
Intake & triage handled by a voice agent, with a human signing rather than writing. Aimed at architecture ops teams, so the work stops following people home.
Customer support handled by an autonomous agent, with a human signing rather than writing. Aimed at insurance agency owners, writing down what only one person knows.
Lead qualification handled by an autonomous agent, with a human signing rather than writing. Aimed at insurance underwriters, holding service constant on a smaller team.
Point a retrieval engine at customer support, and let people review output instead of producing it. Aimed at insurance claims teams, holding service constant on a smaller team.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes document review. Aimed at insurance brokers, at a tenth of what the enterprise suite charges.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at fintech compliance leads, starting from data the business already produces.
Compliance audit handled by a vision model, with a human signing rather than writing. Aimed at construction project managers, so the work stops following people home.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at construction project managers, closing the loop while everyone is asleep.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes document review. Aimed at construction ops teams, finding what the inspector would find, first.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, so the work stops following people home.
Lead qualification handled by an autonomous agent, with a human signing rather than writing. Aimed at construction owner-operators, at a tenth of what the enterprise suite charges.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, replacing the spreadsheet that currently holds it together.
A document parser 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 document parser that handles invoicing end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, built for one person, not a department.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at architecture project architects, 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 payroll verification. Aimed at property management property managers, so the work stops following people home.
Point a voice agent at shift handover, and let people review output instead of producing it. Aimed at property management property managers, charging only when it actually works.
A narrow anomaly detector scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, starting from data the business already produces.
A narrow voice agent scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, taking the phone queue off a human entirely.
Point a document parser at invoicing, and let people review output instead of producing it. Aimed at facilities ops teams, built for one person, not a department.
A forecasting model that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at logistics fleet owners, replacing the spreadsheet that currently holds it together.