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 reconciliation alone — no platform, no migration, no six-month rollout. Aimed at wholesale sales teams, surfacing the exposure nobody has priced.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at wholesale sales teams, closing the loop while everyone is asleep.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes permit & licence tracking. Aimed at wholesale ops teams, closing the loop while everyone is asleep.
An autonomous agent that handles onboarding end to end and hands a human the exceptions rather than the queue. Aimed at wholesale inventory planners, 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 wholesale inventory planners, finding what the inspector would find, first.
A voice agent that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at auto repair technicians, charging only when it actually works.
A document parser that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at education registrars, writing down what only one person knows.
Point a retrieval engine at document review, and let people review output instead of producing it. Aimed at education registrars, replacing the spreadsheet that currently holds it together.
A narrow long-context reviewer scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at education department heads, taking the phone queue off a human entirely.
A document parser that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at childcare owner-operators, at a tenth of what the enterprise suite charges.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at childcare program directors, so the work stops following people home.
Point a long-context reviewer at RFP response, and let people review output instead of producing it. Aimed at government program directors, surfacing the exposure nobody has priced.
A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Aimed at government compliance leads, catching the error before it becomes a change order.
A narrow forecasting model scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, built for one person, not a department.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Aimed at public safety department heads, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at public safety ops teams, unbundling the one module people actually use.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, starting from data the business already produces.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at staffing agency owners, starting from data the business already produces.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at staffing agency owners, catching the error before it becomes a change order.
A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at staffing schedulers, proving value before anyone signs anything.
A narrow document parser scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at franchising franchisees, catching the error before it becomes a change order.
Contract analysis handled by a long-context reviewer, with a human signing rather than writing. Aimed at franchising franchisees, charging only when it actually works.
A document parser that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisees, finding what the inspector would find, first.