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 forecasting model that handles site selection end to end and hands a human the exceptions rather than the queue. Aimed at childcare program directors, going after the low-value tail everyone else skips.
Invoicing handled by a document parser, with a human signing rather than writing. Aimed at childcare office managers, closing the loop while everyone is asleep.
A narrow forecasting model scoped to dispatch alone — no platform, no migration, no six-month rollout. Aimed at government compliance leads, replacing the spreadsheet that currently holds it together.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, replacing the spreadsheet that currently holds it together.
Invoicing handled by a reconciliation engine, with a human signing rather than writing. Aimed at staffing schedulers, surfacing the exposure nobody has priced.
A narrow document parser scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at staffing ops teams, starting from data the business already produces.
A narrow anomaly detector scoped to inventory planning alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, catching the error before it becomes a change order.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at franchising franchisor ops, catching the error before it becomes a change order.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at childcare office managers, catching the error before it becomes a change order.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at childcare office managers, so the work stops following people home.
Point a document parser at field reporting, and let people review output instead of producing it. Aimed at government ops teams, closing the loop while everyone is asleep.
A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, built for one person, not a department.
An anomaly detector that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Aimed at public safety department heads, catching the error before it becomes a change order.
Point a document parser at knowledge capture, and let people review output instead of producing it. Aimed at public safety department heads, going after the low-value tail everyone else skips.
Point a forecasting model at quoting & estimating, and let people review output instead of producing it. Aimed at public safety department heads, finding what the inspector would find, first.
Point a workflow engine at incident reporting, and let people review output instead of producing it. Aimed at public safety ops teams, surfacing the exposure nobody has priced.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at public safety ops teams, going after the low-value tail everyone else skips.
A document parser that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at public safety compliance leads, replacing the spreadsheet that currently holds it together.
A narrow forecasting model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, finding what the inspector would find, first.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at staffing agency owners, going after the low-value tail everyone else skips.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at staffing agency owners, finding what the inspector would find, first.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at staffing schedulers, holding service constant on a smaller team.
A narrow workflow engine scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, catching the error before it becomes a change order.
A document parser that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at franchising franchisees, finding what the inspector would find, first.