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 anomaly detector scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at staffing schedulers, surfacing the exposure nobody has priced.
A forecasting model that handles dispatch end to end and hands a human the exceptions rather than the queue. Aimed at staffing ops teams, built for one person, not a department.
A forecasting model that handles lead qualification end to end and hands a human the exceptions rather than the queue. Aimed at professional services project managers, unbundling the one module people actually use.
A document parser that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at marketing agencies account leads, taking the phone queue off a human entirely.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at marketing agencies account leads, surfacing the exposure nobody has priced.
A voice agent that sits beside the existing system, reads what it already produces, and closes inspection. Aimed at marketing agencies account leads, so the work stops following people home.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at marketing agencies ops teams, starting from data the business already produces.
Point a retrieval engine at grant & funding tracking, and let people review output instead of producing it. Aimed at franchising franchisees, finding what the inspector would find, first.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Aimed at franchising franchisees, 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 franchising franchisor ops, finding what the inspector would find, first.
Expense review handled by an anomaly detector, with a human signing rather than writing. Aimed at franchising franchisor ops, taking the phone queue off a human entirely.
A narrow geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, replacing the spreadsheet that currently holds it together.
Point a voice agent at shift handover, and let people review output instead of producing it. Aimed at franchising field supervisors, going after the low-value tail everyone else skips.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at franchising field supervisors, charging only when it actually works.
A narrow workflow engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at franchising field supervisors, unbundling the one module people actually use.
A document parser that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Aimed at franchising field supervisors, catching the error before it becomes a change order.
Point a document parser at contract analysis, and let people review output instead of producing it. Aimed at salons & spas owner-operators, surfacing the exposure nobody has priced.
A narrow vision model scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at events owner-operators, going after the low-value tail everyone else skips.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at events owner-operators, starting from data the business already produces.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at events owner-operators, replacing the spreadsheet that currently holds it together.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at events ops teams, built for one person, not a department.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at travel ops teams, catching the error before it becomes a change order.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at travel ops teams, taking the phone queue off a human entirely.
Point a retrieval engine at document review, and let people review output instead of producing it. Aimed at travel account leads, replacing the spreadsheet that currently holds it together.