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 retrieval engine at customer support, and let people review output instead of producing it. Aimed at childcare office managers, catching the error before it becomes a change order.
Point a reconciliation engine at vendor management, and let people review output instead of producing it. Aimed at childcare office managers, writing down what only one person knows.
A forecasting model that handles maintenance planning 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.
An anomaly detector that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, replacing the spreadsheet that currently holds it together.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, surfacing the exposure nobody has priced.
Onboarding handled by an autonomous agent, with a human signing rather than writing. Aimed at government compliance leads, surfacing the exposure nobody has priced.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at government compliance leads, catching the error before it becomes a change order.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, holding service constant on a smaller team.
Point a document parser at inspection, and let people review output instead of producing it. Aimed at government ops teams, built for one person, not a department.
A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, catching the error before it becomes a change order.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, taking the phone queue off a human entirely.
A narrow document parser scoped to incident reporting alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, built for one person, not a department.
A narrow autonomous agent scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, finding what the inspector would find, first.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at public safety ops teams, surfacing the exposure nobody has priced.
A narrow document parser scoped to warranty & returns alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, closing the loop while everyone is asleep.
A narrow forecasting model scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, starting from data the business already produces.
A forecasting model that handles lead qualification end to end and hands a human the exceptions rather than the queue. Aimed at public safety compliance leads, at a tenth of what the enterprise suite charges.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, taking the phone queue off a human entirely.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at recruiting agency owners, holding service constant on a smaller team.
A long-context reviewer that handles document review end to end and hands a human the exceptions rather than the queue. Aimed at recruiting recruiters, catching the error before it becomes a change order.
A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at recruiting ops teams, surfacing the exposure nobody has priced.
Point a document parser at payroll verification, and let people review output instead of producing it. Aimed at recruiting ops teams, closing the loop while everyone is asleep.
A narrow forecasting model scoped to renewal management alone — no platform, no migration, no six-month rollout. Aimed at staffing agency owners, writing down what only one person knows.
Point a forecasting model at dispatch, and let people review output instead of producing it. Aimed at staffing agency owners, built for one person, not a department.