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 geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at staffing agency owners, starting from data the business already produces.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at events event producers, 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 hvac & plumbing dispatchers, holding service constant on a smaller team.
A reconciliation engine that handles payroll verification end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing dispatchers, catching the error before it becomes a change order.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at staffing schedulers, catching the error before it becomes a change order.
Point an anomaly detector at vendor management, and let people review output instead of producing it. Aimed at staffing ops teams, proving value before anyone signs anything.
A narrow forecasting model scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at staffing ops teams, taking the phone queue off a human entirely.
Point an anomaly detector at renewal management, and let people review output instead of producing it. Aimed at professional services ops teams, charging only when it actually works.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at professional services project managers, replacing the spreadsheet that currently holds it together.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at marketing agencies account leads, finding what the inspector would find, first.
A forecasting model that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at franchising franchisees, surfacing the exposure nobody has priced.
A workflow engine that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at franchising franchisees, charging only when it actually works.
A narrow optimisation engine scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at franchising franchisor ops, surfacing the exposure nobody has priced.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at franchising franchisor ops, writing down what only one person knows.
Inventory planning handled by a forecasting model, with a human signing rather than writing. Aimed at franchising field supervisors, going after the low-value tail everyone else skips.
An anomaly detector that handles inventory planning end to end and hands a human the exceptions rather than the queue. Aimed at franchising field supervisors, taking the phone queue off a human entirely.
A document parser that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at franchising field supervisors, built for one person, not a department.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Aimed at franchising field supervisors, finding what the inspector would find, first.
Training & competency handled by a forecasting model, with a human signing rather than writing. Aimed at travel ops teams, taking the phone queue off a human entirely.
A retrieval engine that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at travel account leads, replacing the spreadsheet that currently holds it together.
A narrow document parser scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing field supervisors, 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 hvac & plumbing field supervisors, holding service constant on a smaller team.
Point a forecasting model at scheduling, and let people review output instead of producing it. Aimed at security services field supervisors, catching the error before it becomes a change order.