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 voice agent that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at travel ops teams, proving value before anyone signs anything.
A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at travel account leads, unbundling the one module people actually use.
A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at pest control dispatchers, taking the phone queue off a human entirely.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at landscaping field supervisors, finding what the inspector would find, first.
An optimisation engine that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, charging only when it actually works.
Lead qualification handled by a classifier, with a human signing rather than writing. Aimed at hvac & plumbing owner-operators, surfacing the exposure nobody has priced.
A vision model that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, unbundling the one module people actually use.
Quoting & estimating handled by a document parser, with a human signing rather than writing. Aimed at hvac & plumbing dispatchers, so the work stops following people home.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at hvac & plumbing dispatchers, taking the phone queue off a human entirely.
A document parser that handles expense review end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing dispatchers, taking the phone queue off a human entirely.
Point a document parser at reconciliation, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, writing down what only one person knows.
A document parser that handles invoicing 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.
A document parser that sits beside the existing system, reads what it already produces, and closes payroll verification. Aimed at hvac & plumbing field supervisors, surfacing the exposure nobody has priced.
A long-context reviewer that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing field supervisors, taking the phone queue off a human entirely.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing field supervisors, catching the error before it becomes a change order.
Reconciliation handled by a document parser, with a human signing rather than writing. Aimed at hvac & plumbing field supervisors, replacing the spreadsheet that currently holds it together.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at security services ops teams, 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 security services schedulers, unbundling the one module people actually use.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at security services field supervisors, proving value before anyone signs anything.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at security services field supervisors, catching the error before it becomes a change order.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at security services field supervisors, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at security services field supervisors, at a tenth of what the enterprise suite charges.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at telecom ops teams, writing down what only one person knows.
Point an autonomous agent at scheduling, and let people review output instead of producing it. Aimed at telecom ops teams, at a tenth of what the enterprise suite charges.