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.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at staffing schedulers, at a tenth of what the enterprise suite charges.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Aimed at staffing ops teams, catching the error before it becomes a change order.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at professional services partners, holding service constant on a smaller team.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at travel ops teams, built for one person, not a department.
Point a voice agent at shift handover, and let people review output instead of producing it. Aimed at staffing ops teams, going after the low-value tail everyone else skips.
Dispatch handled by an optimisation engine, with a human signing rather than writing. Aimed at franchising franchisees, catching the error before it becomes a change order.
Point a retrieval engine at compliance audit, and let people review output instead of producing it. Aimed at franchising franchisees, writing down what only one person knows.
Scheduling handled by an autonomous agent, with a human signing rather than writing. Aimed at franchising franchisees, holding service constant on a smaller team.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, finding what the inspector would find, first.
Point a document parser at reconciliation, and let people review output instead of producing it. Aimed at franchising franchisees, unbundling the one module people actually use.
A narrow optimisation engine scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, writing down what only one person knows.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at franchising franchisor ops, so the work stops following people home.
A classifier that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisor ops, writing down what only one person knows.
Point an autonomous agent at collections, and let people review output instead of producing it. Aimed at franchising franchisor ops, catching the error before it becomes a change order.
A narrow autonomous agent scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, proving value before anyone signs anything.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at franchising field supervisors, taking the phone queue off a human entirely.
Point a document parser at grant & funding tracking, and let people review output instead of producing it. Aimed at franchising field supervisors, built for one person, not a department.
Grant & funding tracking handled by a retrieval engine, with a human signing rather than writing. Aimed at franchising field supervisors, going after the low-value tail everyone else skips.
Point an autonomous agent at collections, and let people review output instead of producing it. Aimed at franchising field supervisors, catching the error before it becomes a change order.
A narrow document parser scoped to shift handover alone — no platform, no migration, no six-month rollout. Aimed at landscaping owner-operators, taking the phone queue off a human entirely.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at landscaping estimators, built for one person, not a department.
A document parser that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at landscaping estimators, writing down what only one person knows.
A document parser that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at hvac & plumbing owner-operators, surfacing the exposure nobody has priced.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing dispatchers, finding what the inspector would find, first.