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 narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at fintech compliance leads, finding what the inspector would find, first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at fintech compliance leads, replacing the spreadsheet that currently holds it together.
A long-context reviewer 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.
A forecasting model that sits beside the existing system, reads what it already produces, and closes margin monitoring. Aimed at construction project managers, proving value before anyone signs anything.
A forecasting model that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, built for one person, not a department.
Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at construction project managers, taking the phone queue off a human entirely.
A forecasting model that sits beside the existing system, reads what it already produces, and closes lead qualification. Aimed at construction owner-operators, 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 construction estimators, unbundling the one module people actually use.
Risk assessment handled by an anomaly detector, with a human signing rather than writing. Aimed at construction estimators, charging only when it actually works.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Aimed at property management owner-operators, at a tenth of what the enterprise suite charges.
Point a retrieval engine at document review, and let people review output instead of producing it. Aimed at facilities facilities directors, charging only when it actually works.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at logistics dispatchers, starting from data the business already produces.
Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at logistics dispatchers, writing down what only one person knows.
Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at logistics dispatchers, going after the low-value tail everyone else skips.
A narrow reconciliation engine scoped to reporting & analytics alone — no platform, no migration, no six-month rollout. Aimed at logistics ops teams, surfacing the exposure nobody has priced.
A retrieval engine that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at freight brokerage ops teams, built for one person, not a department.
A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at freight brokerage dispatchers, proving value before anyone signs anything.
A narrow forecasting model scoped to maintenance planning alone — no platform, no migration, no six-month rollout. Aimed at manufacturing plant supervisors, at a tenth of what the enterprise suite charges.
Point a retrieval engine at grant & funding tracking, and let people review output instead of producing it. Aimed at manufacturing ops teams, so the work stops following people home.
Point a long-context reviewer at contract analysis, and let people review output instead of producing it. Aimed at manufacturing quality teams, 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 quality teams, catching the error before it becomes a change order.
An anomaly detector that handles margin monitoring end to end and hands a human the exceptions rather than the queue. Aimed at manufacturing maintenance leads, taking the phone queue off a human entirely.
Invoicing handled by a reconciliation engine, with a human signing rather than writing. Aimed at industrial services field supervisors, proving value before anyone signs anything.