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.
Customer support handled by a retrieval engine, with a human signing rather than writing. Aimed at construction owner-operators, 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 construction owner-operators, starting from data the business already produces.
A document parser that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at construction estimators, unbundling the one module people actually use.
An autonomous agent that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, built for one person, not a department.
Renewal management handled by a forecasting model, with a human signing rather than writing. Aimed at construction estimators, proving value before anyone signs anything.
A vision model that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at construction estimators, finding what the inspector would find, first.
An autonomous agent that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at architecture project architects, unbundling the one module people actually use.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes lead qualification. Aimed at architecture project architects, proving value before anyone signs anything.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at architecture project architects, so the work stops following people home.
An autonomous agent that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at architecture ops teams, at a tenth of what the enterprise suite charges.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at architecture ops teams, holding service constant on a smaller team.
A voice agent that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at real estate brokers, surfacing the exposure nobody has priced.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at real estate property managers, finding what the inspector would find, first.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at real estate property managers, unbundling the one module people actually use.
An anomaly detector that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at real estate owner-operators, charging only when it actually works.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at real estate owner-operators, built for one person, not a department.
A narrow voice agent scoped to incident reporting alone — no platform, no migration, no six-month rollout. Aimed at real estate owner-operators, going after the low-value tail everyone else skips.
Point a forecasting model at scheduling, and let people review output instead of producing it. Aimed at property management property managers, closing the loop while everyone is asleep.
Inventory planning handled by a forecasting model, with a human signing rather than writing. Aimed at property management property managers, going after the low-value tail everyone else skips.
Point a document parser at compliance audit, and let people review output instead of producing it. Aimed at property management property managers, proving value before anyone signs anything.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at property management owner-operators, going after the low-value tail everyone else skips.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at property management owner-operators, catching the error before it becomes a change order.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at property management owner-operators, so the work stops following people home.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at property management maintenance leads, replacing the spreadsheet that currently holds it together.