Data loops and workflow lock-in that compound. Slower to start, much harder to copy. 2,022 ideas qualify, averaging 74/100 on the opportunity score. Membership is computed from the scores rather than chosen by hand, so the list updates whenever the corpus is rebuilt.
Point an anomaly detector at maintenance planning, and let people review output instead of producing it. Aimed at public safety ops teams, closing the loop while everyone is asleep.
Payroll verification handled by an anomaly detector, with a human signing rather than writing. Aimed at public safety ops teams, replacing the spreadsheet that currently holds it together.
A narrow forecasting model scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, writing down what only one person knows.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, starting from data the business already produces.
Vendor management handled by a reconciliation engine, with a human signing rather than writing. Aimed at public safety compliance leads, built for one person, not a department.
A narrow forecasting model scoped to quality control alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, finding what the inspector would find, first.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes demand forecasting. Aimed at public safety compliance leads, charging only when it actually works.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes payroll verification. Aimed at public safety compliance leads, replacing the spreadsheet that currently holds it together.
An anomaly detector that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisees, finding what the inspector would find, first.
A narrow anomaly detector scoped to margin monitoring alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, finding what the inspector would find, first.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, so the work stops following people home.
Point an optimisation engine at inventory planning, and let people review output instead of producing it. Aimed at franchising franchisees, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at franchising franchisees, unbundling the one module people actually use.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at franchising franchisor ops, taking the phone queue off a human entirely.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at franchising franchisor ops, catching the error before it becomes a change order.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at franchising franchisor ops, proving value before anyone signs anything.
A narrow retrieval engine scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisor ops, at a tenth of what the enterprise suite charges.
Margin monitoring handled by a forecasting model, with a human signing rather than writing. Aimed at franchising field supervisors, starting from data the business already produces.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at franchising field supervisors, charging only when it actually works.
Point a vision model at inspection, and let people review output instead of producing it. Aimed at franchising field supervisors, replacing the spreadsheet that currently holds it together.
A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at franchising field supervisors, so the work stops following people home.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Aimed at security services schedulers, going after the low-value tail everyone else skips.
Maintenance planning handled by a forecasting model, with a human signing rather than writing. Aimed at security services schedulers, proving value before anyone signs anything.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Aimed at security services schedulers, finding what the inspector would find, first.