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.
A forecasting model that handles training & competency end to end and hands a human the exceptions rather than the queue. Aimed at fintech ops teams, starting from data the business already produces.
Dispatch handled by a forecasting model, with a human signing rather than writing. Aimed at fintech ops teams, charging only when it actually works.
A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at fintech compliance leads, so the work stops following people home.
A narrow forecasting model scoped to collections alone — no platform, no migration, no six-month rollout. Aimed at fintech compliance leads, at a tenth of what the enterprise suite charges.
A narrow forecasting model scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at lending underwriters, finding what the inspector would find, first.
Point a long-context reviewer at document review, and let people review output instead of producing it. Aimed at lending underwriters, unbundling the one module people actually use.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at wealth management compliance leads, going after the low-value tail everyone else skips.
Point a forecasting model at quoting & estimating, and let people review output instead of producing it. Aimed at construction project managers, starting from data the business already produces.
A forecasting model that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at construction project managers, starting from data the business already produces.
Risk assessment handled by a forecasting model, with a human signing rather than writing. Aimed at construction project managers, surfacing the exposure nobody has priced.
Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at construction ops teams, at a tenth of what the enterprise suite charges.
A narrow forecasting model scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at construction ops teams, unbundling the one module people actually use.
A narrow anomaly detector scoped to margin monitoring alone — no platform, no migration, no six-month rollout. Aimed at construction ops teams, charging only when it actually works.
Point a forecasting model at renewal management, and let people review output instead of producing it. Aimed at construction ops teams, writing down what only one person knows.
A forecasting model that sits beside the existing system, reads what it already produces, and closes quoting & estimating. Aimed at construction ops teams, taking the phone queue off a human entirely.
A forecasting model that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at construction ops teams, replacing the spreadsheet that currently holds it together.
Collections handled by a forecasting model, with a human signing rather than writing. Aimed at construction owner-operators, writing down what only one person knows.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at construction owner-operators, going after the low-value tail everyone else skips.
Point a forecasting model at demand forecasting, and let people review output instead of producing it. Aimed at construction owner-operators, replacing the spreadsheet that currently holds it together.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at construction owner-operators, holding service constant on a smaller team.
A long-context reviewer that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, unbundling the one module people actually use.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes vendor management. Aimed at construction estimators, closing the loop while everyone is asleep.
A forecasting model that handles scheduling end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, replacing the spreadsheet that currently holds it together.
An anomaly detector that handles permit & licence tracking end to end and hands a human the exceptions rather than the queue. Aimed at construction estimators, so the work stops following people home.