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.
Point a document parser at shift handover, and let people review output instead of producing it. Aimed at solar ops teams, built for one person, not a department.
A narrow document parser scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at utilities ops teams, so the work stops following people home.
A forecasting model that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at waste management ops teams, charging only when it actually works.
A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at hospitality owner-operators, at a tenth of what the enterprise suite charges.
Margin monitoring handled by a forecasting model, with a human signing rather than writing. Aimed at hospitality general managers, proving value before anyone signs anything.
A narrow anomaly detector scoped to vendor management alone — no platform, no migration, no six-month rollout. Aimed at retail owner-operators, so the work stops following people home.
A narrow anomaly detector scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at utilities ops teams, catching the error before it becomes a change order.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes grant & funding tracking. Aimed at utilities ops teams, catching the error before it becomes a change order.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at utilities ops teams, taking the phone queue off a human entirely.
Point a document parser at document review, and let people review output instead of producing it. Aimed at utilities compliance leads, so the work stops following people home.
A narrow reconciliation engine scoped to margin monitoring alone — no platform, no migration, no six-month rollout. Aimed at waste management ops teams, starting from data the business already produces.
A forecasting model that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at waste management route planners, taking the phone queue off a human entirely.
Point a reconciliation engine at margin monitoring, and let people review output instead of producing it. Aimed at waste management route planners, replacing the spreadsheet that currently holds it together.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at agriculture agronomists, unbundling the one module people actually use.
A workflow engine that sits beside the existing system, reads what it already produces, and closes collections. Aimed at agriculture owner-operators, so the work stops following people home.
A narrow document parser scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, closing the loop while everyone is asleep.
A classifier that handles warranty & returns end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, going after the low-value tail everyone else skips.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at food production plant supervisors, at a tenth of what the enterprise suite charges.
A narrow document parser scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at food production quality teams, taking the phone queue off a human entirely.
A narrow classifier scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at food production ops teams, going after the low-value tail everyone else skips.
A narrow workflow engine scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at hospitality ops teams, proving value before anyone signs anything.
A workflow engine that handles shift handover end to end and hands a human the exceptions rather than the queue. Aimed at restaurants general managers, writing down what only one person knows.
Point a workflow engine at asset tracking, and let people review output instead of producing it. Aimed at restaurants general managers, going after the low-value tail everyone else skips.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes inventory planning. Aimed at restaurants general managers, built for one person, not a department.