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.
An anomaly detector that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at pest control dispatchers, holding service constant on a smaller team.
A document parser that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at hvac & plumbing owner-operators, starting from data the business already produces.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at security services ops teams, writing down what only one person knows.
Point a document parser at intake & triage, and let people review output instead of producing it. Aimed at healthcare clinic admins, unbundling the one module people actually use.
A classifier that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at healthcare clinic admins, closing the loop while everyone is asleep.
Point a forecasting model at demand forecasting, and let people review output instead of producing it. Aimed at healthcare clinic admins, built for one person, not a department.
A document parser that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at healthcare practice owners, closing the loop while everyone is asleep.
Point a document parser at warranty & returns, and let people review output instead of producing it. Aimed at healthcare practice owners, holding service constant on a smaller team.
A narrow document parser scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at landscaping field supervisors, unbundling the one module people actually use.
Inspection handled by a document parser, with a human signing rather than writing. Aimed at hvac & plumbing owner-operators, unbundling the one module people actually use.
A classifier that handles warranty & returns end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, holding service constant on a smaller team.
A narrow document parser scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing field supervisors, so the work stops following people home.
A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing field supervisors, going after the low-value tail everyone else skips.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at security services ops teams, surfacing the exposure nobody has priced.
Warranty & returns handled by a document parser, with a human signing rather than writing. Aimed at security services ops teams, 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 security services ops teams, finding what the inspector would find, first.
A document parser that sits beside the existing system, reads what it already produces, and closes incident reporting. Aimed at telecom ops teams, replacing the spreadsheet that currently holds it together.
Point an autonomous agent at customer support, and let people review output instead of producing it. Aimed at telecom compliance leads, finding what the inspector would find, first.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at telecom compliance leads, surfacing the exposure nobody has priced.
Training & competency handled by a workflow engine, with a human signing rather than writing. Aimed at healthcare clinic admins, finding what the inspector would find, first.
Demand forecasting handled by an anomaly detector, with a human signing rather than writing. Aimed at healthcare clinic admins, writing down what only one person knows.
Point a document parser at incident reporting, and let people review output instead of producing it. Aimed at healthcare practice owners, taking the phone queue off a human entirely.
Invoicing handled by a document parser, with a human signing rather than writing. Aimed at healthcare practice owners, so the work stops following people home.
A reconciliation engine that handles invoicing end to end and hands a human the exceptions rather than the queue. Aimed at healthcare practice owners, replacing the spreadsheet that currently holds it together.