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 reconciliation alone — no platform, no migration, no six-month rollout. Aimed at auto repair technicians, 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 equipment rental dispatchers, taking the phone queue off a human entirely.
Expense review handled by a document parser, with a human signing rather than writing. Aimed at franchising field supervisors, surfacing the exposure nobody has priced.
A document parser that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at equipment rental owner-operators, closing the loop while everyone is asleep.
RFP response handled by a retrieval engine, with a human signing rather than writing. Aimed at childcare owner-operators, at a tenth of what the enterprise suite charges.
A narrow vision model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at government compliance leads, replacing the spreadsheet that currently holds it together.
A voice agent that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at government compliance leads, starting from data the business already produces.
Reporting & analytics handled by a document parser, with a human signing rather than writing. Aimed at public safety ops teams, finding what the inspector would find, first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at public safety ops teams, finding what the inspector would find, first.
A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at professional services ops teams, closing the loop while everyone is asleep.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at marketing agencies ops teams, proving value before anyone signs anything.
A retrieval engine that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisees, finding what the inspector would find, first.
A narrow forecasting model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, closing the loop while everyone is asleep.
A narrow voice agent scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, starting from data the business already produces.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at franchising franchisor ops, holding service constant on a smaller team.
A document parser that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at franchising franchisor ops, closing the loop while everyone is asleep.
A vision model that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at franchising field supervisors, surfacing the exposure nobody has priced.
Risk assessment handled by an anomaly detector, with a human signing rather than writing. Aimed at franchising field supervisors, going after the low-value tail everyone else skips.
Reporting & analytics handled by a document parser, with a human signing rather than writing. Aimed at franchising field supervisors, starting from data the business already produces.
Point a voice agent at incident reporting, and let people review output instead of producing it. Aimed at salons & spas office managers, so the work stops following people home.
Asset tracking handled by a vision model, with a human signing rather than writing. Aimed at travel ops teams, taking the phone queue off a human entirely.
An optimisation engine that handles route planning end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, surfacing the exposure nobody has priced.
Point a document parser at pricing, and let people review output instead of producing it. Aimed at hvac & plumbing owner-operators, writing down what only one person knows.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing dispatchers, going after the low-value tail everyone else skips.