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 autonomous agent scoped to lead qualification alone — no platform, no migration, no six-month rollout. Aimed at waste management ops teams, at a tenth of what the enterprise suite charges.
A document parser that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at waste management ops teams, taking the phone queue off a human entirely.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at waste management route planners, going after the low-value tail everyone else skips.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at agriculture agronomists, replacing the spreadsheet that currently holds it together.
Point a vision model at field reporting, and let people review output instead of producing it. Aimed at food production plant supervisors, closing the loop while everyone is asleep.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at wholesale sales teams, going after the low-value tail everyone else skips.
A narrow vision model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at wholesale inventory planners, surfacing the exposure nobody has priced.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes collections. Aimed at automotive service managers, going after the low-value tail everyone else skips.
Point a voice agent at intake & triage, and let people review output instead of producing it. Aimed at automotive service managers, surfacing the exposure nobody has priced.
Customer support handled by a retrieval engine, with a human signing rather than writing. Aimed at automotive service managers, going after the low-value tail everyone else skips.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at automotive parts managers, starting from data the business already produces.
Point a forecasting model at inventory planning, and let people review output instead of producing it. Aimed at automotive parts managers, 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 auto repair service managers, built for one person, not a department.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at auto repair technicians, going after the low-value tail everyone else skips.
A narrow document parser scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at auto repair technicians, so the work stops following people home.
A document parser that handles compliance audit end to end and hands a human the exceptions rather than the queue. Aimed at equipment rental owner-operators, finding what the inspector would find, first.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at equipment rental ops teams, catching the error before it becomes a change order.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at education ops teams, unbundling the one module people actually use.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at trade schools owner-operators, unbundling the one module people actually use.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at childcare owner-operators, proving value before anyone signs anything.
An autonomous agent that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at childcare program directors, catching the error before it becomes a change order.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at childcare office managers, writing down what only one person knows.
A narrow vision model scoped to asset tracking alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, replacing the spreadsheet that currently holds it together.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at public safety department heads, replacing the spreadsheet that currently holds it together.