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.
Shift handover handled by a voice agent, with a human signing rather than writing. Aimed at education department heads, catching the error before it becomes a change order.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes renewal management. Aimed at government program directors, so the work stops following people home.
A voice agent that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at education department heads, built for one person, not a department.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at trade schools program directors, catching the error before it becomes a change order.
A narrow voice agent scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at trade schools program directors, so the work stops following people home.
A narrow forecasting model scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at trade schools owner-operators, built for one person, not a department.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at childcare owner-operators, built for one person, not a department.
Claims & appeals handled by a document parser, with a human signing rather than writing. Aimed at childcare program directors, writing down what only one person knows.
Point a document parser at reporting & analytics, and let people review output instead of producing it. Aimed at government ops teams, finding what the inspector would find, first.
Point an anomaly detector at renewal management, and let people review output instead of producing it. Aimed at government ops teams, replacing the spreadsheet that currently holds it together.
A document parser that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at government ops teams, at a tenth of what the enterprise suite charges.
A narrow autonomous agent scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, writing down what only one person knows.
Point an autonomous agent at customer support, and let people review output instead of producing it. Aimed at public safety ops teams, finding what the inspector would find, first.
A narrow voice agent scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, at a tenth of what the enterprise suite charges.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes document review. Aimed at public safety compliance leads, surfacing the exposure nobody has priced.
A narrow retrieval engine scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at staffing ops teams, going after the low-value tail everyone else skips.
Incident reporting handled by a voice agent, with a human signing rather than writing. Aimed at staffing ops teams, going after the low-value tail everyone else skips.
A vision model that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at franchising franchisees, catching the error before it becomes a change order.
A narrow document parser scoped to claims & appeals 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 reconciliation, and let people review output instead of producing it. Aimed at fitness general managers, finding what the inspector would find, first.
Point an anomaly detector at vendor management, and let people review output instead of producing it. Aimed at salons & spas office managers, built for one person, not a department.
Point a retrieval engine at compliance audit, and let people review output instead of producing it. Aimed at events ops teams, unbundling the one module people actually use.