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 reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, proving value before anyone signs anything.
A narrow document parser scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, finding what the inspector would find, first.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at logistics ops teams, starting from data the business already produces.
A forecasting model that handles route planning end to end and hands a human the exceptions rather than the queue. Aimed at logistics warehouse teams, finding what the inspector would find, first.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing ops teams, starting from data the business already produces.
A document parser that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at industrial services owner-operators, charging only when it actually works.
A narrow document parser scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, 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 incident reporting. Aimed at food production plant supervisors, surfacing the exposure nobody has priced.
A voice agent that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at automotive owner-operators, finding what the inspector would find, first.
A narrow anomaly detector scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at auto repair technicians, writing down what only one person knows.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at education department heads, catching the error before it becomes a change order.
A document parser that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at education ops teams, built for one person, not a department.
Point a document parser at quoting & estimating, and let people review output instead of producing it. Aimed at childcare owner-operators, replacing the spreadsheet that currently holds it together.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Aimed at childcare office managers, closing the loop while everyone is asleep.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at public safety department heads, replacing the spreadsheet that currently holds it together.
Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at franchising franchisees, surfacing the exposure nobody has priced.
A narrow vision model scoped to inspection alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, finding what the inspector would find, first.
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.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at franchising field supervisors, unbundling the one module people actually use.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Aimed at pest control owner-operators, unbundling the one module people actually use.
A document parser that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at hvac & plumbing dispatchers, replacing the spreadsheet that currently holds it together.
Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at telecom ops teams, writing down what only one person knows.
A long-context reviewer that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at telecom ops teams, closing the loop while everyone is asleep.