12,000 ideas match, averaging 74/100 on the opportunity score. Assumes the build is the easy part. Moat and open field are weighted up, so the list favours ideas where the durable advantage is not just shipping first.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at rail ops teams, built for one person, not a department.
Onboarding handled by an autonomous agent, with a human signing rather than writing. Aimed at manufacturing plant supervisors, writing down what only one person knows.
Point an optimisation engine at site selection, and let people review output instead of producing it. Aimed at manufacturing plant supervisors, so the work stops following people home.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Aimed at manufacturing ops teams, going after the low-value tail everyone else skips.
A narrow forecasting model scoped to maintenance planning alone — no platform, no migration, no six-month rollout. Aimed at manufacturing quality teams, finding what the inspector would find, first.
A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at manufacturing maintenance leads, taking the phone queue off a human entirely.
Quality control handled by a forecasting model, with a human signing rather than writing. Aimed at manufacturing maintenance leads, built for one person, not a department.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Aimed at manufacturing maintenance leads, built for one person, not a department.
Contract analysis handled by a long-context reviewer, with a human signing rather than writing. Aimed at manufacturing maintenance leads, going after the low-value tail everyone else skips.
A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at industrial services field supervisors, catching the error before it becomes a change order.
Scheduling handled by an autonomous agent, with a human signing rather than writing. Aimed at industrial services owner-operators, proving value before anyone signs anything.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at energy ops teams, charging only when it actually works.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at energy asset managers, unbundling the one module people actually use.
A narrow anomaly detector scoped to expense review alone — no platform, no migration, no six-month rollout. Aimed at energy asset managers, surfacing the exposure nobody has priced.
Document review handled by a retrieval engine, with a human signing rather than writing. Aimed at solar owner-operators, proving value before anyone signs anything.
An optimisation engine that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at solar project managers, writing down what only one person knows.
Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at utilities compliance leads, holding service constant on a smaller team.
A narrow optimisation engine scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at utilities compliance leads, finding what the inspector would find, first.
An autonomous agent that sits beside the existing system, reads what it already produces, and closes lead qualification. 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.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at agriculture co-op managers, holding service constant on a smaller team.
Contract analysis handled by a long-context reviewer, with a human signing rather than writing. Aimed at hospitality ops teams, built for one person, not a department.
Point a retrieval engine at claims & appeals, and let people review output instead of producing it. Aimed at restaurants owner-operators, going after the low-value tail everyone else skips.
A narrow optimisation engine scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at restaurants kitchen teams, going after the low-value tail everyone else skips.