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 document parser that sits beside the existing system, reads what it already produces, and closes payroll verification. Aimed at insurance brokers, going after the low-value tail everyone else skips.
A narrow long-context reviewer scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at construction project managers, holding service constant on a smaller team.
Point a document parser at invoicing, and let people review output instead of producing it. Aimed at construction owner-operators, finding what the inspector would find, first.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at construction estimators, going after the low-value tail everyone else skips.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at construction estimators, so the work stops following people home.
A narrow document parser scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, taking the phone queue off a human entirely.
A document parser that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at construction estimators, finding what the inspector would find, first.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes lead qualification. Aimed at fintech cfos, writing down what only one person knows.
A retrieval engine that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at fintech compliance leads, built for one person, not a department.
A narrow anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at lending underwriters, taking the phone queue off a human entirely.
A document parser that handles invoicing end to end and hands a human the exceptions rather than the queue. Aimed at lending underwriters, taking the phone queue off a human entirely.
Customer support handled by an autonomous agent, with a human signing rather than writing. Aimed at lending ops teams, going after the low-value tail everyone else skips.
Document review handled by a long-context reviewer, with a human signing rather than writing. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
Scheduling handled by a forecasting model, with a human signing rather than writing. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at compliance audit, and let people review output instead of producing it. Aimed at construction project managers, holding service constant on a smaller team.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at construction project managers, proving value before anyone signs anything.
Intake & triage handled by a voice agent, with a human signing rather than writing. Aimed at construction ops teams, taking the phone queue off a human entirely.
Point a document parser at onboarding, and let people review output instead of producing it. Aimed at construction owner-operators, taking the phone queue off a human entirely.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, catching the error before it becomes a change order.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, unbundling the one module people actually use.
A document parser that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, taking the phone queue off a human entirely.
Invoicing handled by a document parser, with a human signing rather than writing. Aimed at construction estimators, built for one person, not a department.
A vision model that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at construction estimators, holding service constant on a smaller team.
Intake & triage handled by a voice agent, with a human signing rather than writing. Aimed at architecture principals, going after the low-value tail everyone else skips.