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 long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at events ops teams, replacing the spreadsheet that currently holds it together.
A document parser that sits beside the existing system, reads what it already produces, and closes expense review. Aimed at events ops teams, charging only when it actually works.
A narrow vision model scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at travel ops teams, starting from data the business already produces.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at hvac & plumbing owner-operators, finding what the inspector would find, first.
Grant & funding tracking handled by a document parser, with a human signing rather than writing. Aimed at hvac & plumbing field supervisors, proving value before anyone signs anything.
Point a vision model at quality control, and let people review output instead of producing it. Aimed at security services ops teams, writing down what only one person knows.
Lead qualification handled by an autonomous agent, with a human signing rather than writing. Aimed at travel agency owners, taking the phone queue off a human entirely.
A narrow long-context reviewer scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at travel agency owners, at a tenth of what the enterprise suite charges.
A long-context reviewer that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at travel ops teams, built for one person, not a department.
A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at travel account leads, holding service constant on a smaller team.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at pest control field supervisors, closing the loop while everyone is asleep.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at pest control field supervisors, holding service constant on a smaller team.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at landscaping estimators, closing the loop while everyone is asleep.
A voice agent that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, unbundling the one module people actually use.
A document parser that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at hvac & plumbing owner-operators, writing down what only one person knows.
A voice agent that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at hvac & plumbing dispatchers, catching the error before it becomes a change order.
Point a reconciliation engine at reporting & analytics, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, so the work stops following people home.
Point a long-context reviewer at RFP response, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, so the work stops following people home.
An autonomous agent that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing field supervisors, unbundling the one module people actually use.
Reporting & analytics handled by a document parser, with a human signing rather than writing. Aimed at hvac & plumbing field supervisors, so the work stops following people home.
A voice agent that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at security services ops teams, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at security services ops teams, charging only when it actually works.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at security services ops teams, writing down what only one person knows.
Renewal management handled by an anomaly detector, with a human signing rather than writing. Aimed at security services schedulers, holding service constant on a smaller team.