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.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Aimed at professional services ops teams, taking the phone queue off a human entirely.
A narrow forecasting model scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, surfacing the exposure nobody has priced.
Margin monitoring handled by an anomaly detector, with a human signing rather than writing. Aimed at franchising franchisor ops, going after the low-value tail everyone else skips.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at landscaping field supervisors, finding what the inspector would find, first.
An optimisation engine that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing owner-operators, charging only when it actually works.
An autonomous agent that handles lead qualification end to end and hands a human the exceptions rather than the queue. Aimed at hvac & plumbing dispatchers, catching the error before it becomes a change order.
A forecasting model that sits beside the existing system, reads what it already produces, and closes dispatch. Aimed at hvac & plumbing field supervisors, going after the low-value tail everyone else skips.
A narrow long-context reviewer scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing field supervisors, finding what the inspector would find, first.
A voice agent that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at security services ops teams, taking the phone queue off a human entirely.
Point a vision model at field reporting, and let people review output instead of producing it. Aimed at security services schedulers, unbundling the one module people actually use.
A narrow optimisation engine scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at security services field supervisors, so the work stops following people home.
A narrow long-context reviewer scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at security services field supervisors, replacing the spreadsheet that currently holds it together.
A narrow forecasting model scoped to route planning alone — no platform, no migration, no six-month rollout. Aimed at telecom compliance leads, built for one person, not a department.
An optimisation engine that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at healthcare department heads, writing down what only one person knows.
A narrow voice agent scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at veterinary practice owners, writing down what only one person knows.
Point an autonomous agent at onboarding, and let people review output instead of producing it. Aimed at veterinary technicians, holding service constant on a smaller team.
A vision model that sits beside the existing system, reads what it already produces, and closes inspection. Aimed at life sciences study leads, holding service constant on a smaller team.
A voice agent that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at life sciences study leads, unbundling the one module people actually use.
A geospatial model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at life sciences lab managers, replacing the spreadsheet that currently holds it together.
Inventory planning handled by an optimisation engine, with a human signing rather than writing. Aimed at life sciences compliance leads, closing the loop while everyone is asleep.
A narrow autonomous agent scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at life sciences compliance leads, so the work stops following people home.
A narrow autonomous agent scoped to scheduling alone — no platform, no migration, no six-month rollout. Aimed at mental health solo practitioners, built for one person, not a department.
Site selection handled by a geospatial model, with a human signing rather than writing. Aimed at home care agency owners, going after the low-value tail everyone else skips.
A narrow geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at home care schedulers, taking the phone queue off a human entirely.