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 vendor management alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, finding what the inspector would find, first.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at public safety department heads, built for one person, not a department.
A forecasting model that handles collections end to end and hands a human the exceptions rather than the queue. Aimed at public safety department heads, charging only when it actually works.
A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, writing down what only one person knows.
A vision model that sits beside the existing system, reads what it already produces, and closes quality control. Aimed at public safety compliance leads, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at public safety compliance leads, proving value before anyone signs anything.
Quoting & estimating handled by a document parser, with a human signing rather than writing. Aimed at public safety compliance leads, finding what the inspector would find, first.
A narrow anomaly detector scoped to maintenance planning alone — no platform, no migration, no six-month rollout. Aimed at staffing ops teams, replacing the spreadsheet that currently holds it together.
A narrow reconciliation engine scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, going after the low-value tail everyone else skips.
Payroll verification handled by a reconciliation engine, with a human signing rather than writing. Aimed at franchising franchisees, starting from data the business already produces.
A narrow retrieval engine scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, holding service constant on a smaller team.
A document parser that handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Aimed at franchising field supervisors, closing the loop while everyone is asleep.
Site selection handled by a forecasting model, with a human signing rather than writing. Aimed at salons & spas office managers, replacing the spreadsheet that currently holds it together.
Point a document parser at shift handover, and let people review output instead of producing it. Aimed at travel account leads, at a tenth of what the enterprise suite charges.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at pest control dispatchers, surfacing the exposure nobody has priced.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, replacing the spreadsheet that currently holds it together.
A document parser that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, at a tenth of what the enterprise suite charges.
An optimisation engine that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at security services ops teams, at a tenth of what the enterprise suite charges.
A narrow document parser scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at telecom ops teams, starting from data the business already produces.
Point a document parser at field reporting, and let people review output instead of producing it. Aimed at telecom ops teams, at a tenth of what the enterprise suite charges.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at telecom 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 telecom compliance leads, so the work stops following people home.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at healthcare clinic admins, closing the loop while everyone is asleep.
Invoicing handled by a reconciliation engine, with a human signing rather than writing. Aimed at healthcare clinic admins, catching the error before it becomes a change order.