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 vision model scoped to field reporting alone — no platform, no migration, no six-month rollout. Aimed at manufacturing plant supervisors, replacing the spreadsheet that currently holds it together.
A document parser that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing ops teams, proving value before anyone signs anything.
An anomaly detector that handles renewal management end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing maintenance leads, finding what the inspector would find, first.
A narrow forecasting model scoped to quoting & estimating alone — no platform, no migration, no six-month rollout. Aimed at energy ops teams, starting from data the business already produces.
Knowledge capture handled by a voice agent, with a human signing rather than writing. Aimed at energy ops teams, unbundling the one module people actually use.
A narrow vision model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at manufacturing ops teams, at a tenth of what the enterprise suite charges.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at manufacturing quality teams, proving value before anyone signs anything.
A voice agent that sits beside the existing system, reads what it already produces, and closes shift handover. Aimed at manufacturing quality teams, surfacing the exposure nobody has priced.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at industrial services ops teams, closing the loop while everyone is asleep.
A document parser that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at industrial services field supervisors, unbundling the one module people actually use.
Point a retrieval engine at compliance audit, and let people review output instead of producing it. Aimed at energy ops teams, closing the loop while everyone is asleep.
Point a document parser at pricing, and let people review output instead of producing it. Aimed at energy ops teams, proving value before anyone signs anything.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at energy ops teams, holding service constant on a smaller team.
A narrow autonomous agent scoped to lead qualification alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, built for one person, not a department.
A narrow workflow engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, replacing the spreadsheet that currently holds it together.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at solar owner-operators, finding what the inspector would find, first.
Inspection handled by a vision model, with a human signing rather than writing. Aimed at solar ops teams, going after the low-value tail everyone else skips.
Incident reporting handled by a voice agent, with a human signing rather than writing. Aimed at utilities compliance leads, writing down what only one person knows.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at utilities compliance leads, closing the loop while everyone is asleep.
A document parser that handles quoting & estimating end to end and hands a human the exceptions rather than the queue. Aimed at utilities compliance leads, holding service constant on a smaller team.
A forecasting model that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at utilities field supervisors, closing the loop while everyone is asleep.
A document parser that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at waste management ops teams, catching the error before it becomes a change order.
Point a document parser at onboarding, and let people review output instead of producing it. Aimed at waste management route planners, taking the phone queue off a human entirely.
A narrow voice agent scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at agriculture agronomists, built for one person, not a department.