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 inventory planning end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, finding what the inspector would find, first.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at solar ops teams, taking the phone queue off a human entirely.
A document parser that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at solar ops teams, proving value before anyone signs anything.
Expense review handled by a document parser, with a human signing rather than writing. Aimed at utilities compliance leads, writing down what only one person knows.
A forecasting model that sits beside the existing system, reads what it already produces, and closes quality control. Aimed at agriculture growers, finding what the inspector would find, first.
A reconciliation engine that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at food production quality teams, writing down what only one person knows.
Point an autonomous agent at collections, and let people review output instead of producing it. Aimed at solar project managers, at a tenth of what the enterprise suite charges.
A voice agent that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at solar project managers, surfacing the exposure nobody has priced.
Point a forecasting model at margin monitoring, and let people review output instead of producing it. Aimed at solar ops teams, proving value before anyone signs anything.
A voice agent that sits beside the existing system, reads what it already produces, and closes inspection. Aimed at utilities compliance leads, surfacing the exposure nobody has priced.
Contract analysis handled by a document parser, with a human signing rather than writing. Aimed at utilities field supervisors, charging only when it actually works.
A narrow forecasting model scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at waste management ops teams, starting from data the business already produces.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at waste management ops teams, taking the phone queue off a human entirely.
A narrow document parser scoped to onboarding alone — no platform, no migration, no six-month rollout. Aimed at waste management fleet owners, writing down what only one person knows.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at waste management route planners, at a tenth of what the enterprise suite charges.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at waste management route planners, finding what the inspector would find, first.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at agriculture co-op managers, built for one person, not a department.
Scheduling handled by an autonomous agent, with a human signing rather than writing. Aimed at agriculture agronomists, going after the low-value tail everyone else skips.
A narrow document parser scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at agriculture agronomists, holding service constant on a smaller team.
Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at agriculture agronomists, starting from data the business already produces.
Point a classifier at intake & triage, and let people review output instead of producing it. Aimed at agriculture agronomists, unbundling the one module people actually use.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes document review. Aimed at food production plant supervisors, finding what the inspector would find, first.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at food production quality teams, writing down what only one person knows.
A narrow document parser scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at hospitality owner-operators, unbundling the one module people actually use.