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 long-context reviewer that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at agriculture co-op managers, built for one person, not a department.
Point an anomaly detector at margin monitoring, and let people review output instead of producing it. Aimed at agriculture agronomists, going after the low-value tail everyone else skips.
Point an anomaly detector at demand forecasting, and let people review output instead of producing it. Aimed at food production plant supervisors, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at hospitality owner-operators, taking the phone queue off a human entirely.
Point a retrieval engine at document review, and let people review output instead of producing it. Aimed at restaurants owner-operators, writing down what only one person knows.
A narrow optimisation engine scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at restaurants owner-operators, so the work stops following people home.
A narrow document parser scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at restaurants kitchen teams, charging only when it actually works.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at restaurants kitchen teams, replacing the spreadsheet that currently holds it together.
RFP response handled by a long-context reviewer, with a human signing rather than writing. Aimed at agriculture agronomists, unbundling the one module people actually use.
Compliance audit handled by a retrieval engine, with a human signing rather than writing. Aimed at agriculture owner-operators, catching the error before it becomes a change order.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at agriculture owner-operators, proving value before anyone signs anything.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at agriculture owner-operators, writing down what only one person knows.
A document parser that sits beside the existing system, reads what it already produces, and closes onboarding. Aimed at food production plant supervisors, unbundling the one module people actually use.
Point a document parser at onboarding, and let people review output instead of producing it. Aimed at food production plant supervisors, starting from data the business already produces.
Shift handover handled by a voice agent, with a human signing rather than writing. Aimed at food production plant supervisors, built for one person, not a department.
Field reporting handled by a voice agent, with a human signing rather than writing. Aimed at food production plant supervisors, charging only when it actually works.
A voice agent that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, proving value before anyone signs anything.
A document parser that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at food production quality teams, proving value before anyone signs anything.
A document parser that handles grant & funding tracking end to end and hands a human the exceptions rather than the queue. Aimed at food production quality teams, starting from data the business already produces.
Maintenance planning handled by an anomaly detector, with a human signing rather than writing. Aimed at food production ops teams, replacing the spreadsheet that currently holds it together.
Compliance audit handled by a retrieval engine, with a human signing rather than writing. Aimed at hospitality owner-operators, so the work stops following people home.
A narrow document parser scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at hospitality general managers, built for one person, not a department.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at restaurants kitchen teams, taking the phone queue off a human entirely.
Point an autonomous agent at customer support, and let people review output instead of producing it. Aimed at restaurants kitchen teams, holding service constant on a smaller team.