12,000 ideas match, averaging 76/100 on the opportunity score. Moat and demand dominate, feasibility barely counts. These are the ideas that are hard to build on purpose, because that is the point.
A vision model that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at warehousing inventory planners, going after the low-value tail everyone else skips.
Document review handled by a long-context reviewer, with a human signing rather than writing. Aimed at solar owner-operators, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, charging only when it actually works.
A forecasting model that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing plant supervisors, finding what the inspector would find, first.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing plant supervisors, built for one person, not a department.
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.
Point a vision model at compliance audit, and let people review output instead of producing it. Aimed at manufacturing maintenance leads, at a tenth of what the enterprise suite charges.
An optimisation engine that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at industrial services field supervisors, proving value before anyone signs anything.
Scheduling handled by an autonomous agent, with a human signing rather than writing. Aimed at industrial services field supervisors, built for one person, not a department.
Point a long-context reviewer at proposal writing, and let people review output instead of producing it. Aimed at industrial services field supervisors, closing the loop while everyone is asleep.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at energy ops teams, writing down what only one person knows.
Point a document parser at reconciliation, and let people review output instead of producing it. Aimed at energy ops teams, taking the phone queue off a human entirely.
Point a reconciliation engine at invoicing, and let people review output instead of producing it. Aimed at energy compliance leads, finding what the inspector would find, first.
A voice agent that handles incident reporting end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, 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.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at solar owner-operators, so the work stops following people home.
Point a forecasting model at training & competency, and let people review output instead of producing it. Aimed at utilities ops teams, closing the loop while everyone is asleep.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at utilities compliance leads, catching the error before it becomes a change order.
A narrow autonomous agent scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, built for one person, not a department.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, catching the error before it becomes a change order.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at waste management ops teams, unbundling the one module people actually use.
An anomaly detector that handles vendor management end to end and hands a human the exceptions rather than the queue. Aimed at waste management fleet owners, charging only when it actually works.
Margin monitoring handled by an anomaly detector, with a human signing rather than writing. Aimed at waste management fleet owners, charging only when it actually works.