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 document parser scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, finding what the inspector would find, first.
Point a document parser at field reporting, and let people review output instead of producing it. Aimed at franchising field supervisors, finding what the inspector would find, first.
A voice agent that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at travel account leads, catching the error before it becomes a change order.
Point a document parser at quoting & estimating, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, built for one person, not a department.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at healthcare clinic admins, proving value before anyone signs anything.
A narrow anomaly detector scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at franchising field supervisors, 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 franchising field supervisors, writing down what only one person knows.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at salons & spas office managers, finding what the inspector would find, first.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at travel ops teams, catching the error before it becomes a change order.
A narrow document parser scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at pest control owner-operators, surfacing the exposure nobody has priced.
Point an autonomous agent at customer support, and let people review output instead of producing it. Aimed at pest control dispatchers, so the work stops following people home.
Lead qualification handled by an autonomous agent, with a human signing rather than writing. Aimed at landscaping owner-operators, so the work stops following people home.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at landscaping estimators, replacing the spreadsheet that currently holds it together.
RFP response handled by a retrieval engine, with a human signing rather than writing. Aimed at landscaping estimators, taking the phone queue off a human entirely.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at landscaping estimators, finding what the inspector would find, first.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at hvac & plumbing owner-operators, surfacing the exposure nobody has priced.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing dispatchers, starting from data the business already produces.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, closing the loop while everyone is asleep.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, built for one person, not a department.
A narrow voice agent scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at security services schedulers, surfacing the exposure nobody has priced.
A vision model that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at security services field supervisors, built for one person, not a department.
A document parser that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at security services field supervisors, built for one person, not a department.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at telecom compliance leads, charging only when it actually works.
Point a long-context reviewer at RFP response, and let people review output instead of producing it. Aimed at telecom compliance leads, finding what the inspector would find, first.