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 retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Aimed at education ops teams, so the work stops following people home.
A narrow retrieval engine scoped to RFP response alone — no platform, no migration, no six-month rollout. Aimed at education ops teams, taking the phone queue off a human entirely.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at education ops teams, charging only when it actually works.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at trade schools registrars, catching the error before it becomes a change order.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at trade schools registrars, so the work stops following people home.
Point a forecasting model at quoting & estimating, and let people review output instead of producing it. Aimed at trade schools owner-operators, built for one person, not a department.
A geospatial model that sits beside the existing system, reads what it already produces, and closes site selection. Aimed at trade schools owner-operators, proving value before anyone signs anything.
Reporting & analytics handled by a forecasting model, with a human signing rather than writing. Aimed at government program directors, charging only when it actually works.
Point a forecasting model at risk assessment, and let people review output instead of producing it. Aimed at government program directors, 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 government program directors, proving value before anyone signs anything.
Compliance audit handled by a document parser, with a human signing rather than writing. Aimed at government program directors, built for one person, not a department.
Point an anomaly detector at reconciliation, and let people review output instead of producing it. Aimed at government program directors, finding what the inspector would find, first.
A document parser that handles warranty & returns end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, starting from data the business already produces.
Field reporting handled by a voice agent, with a human signing rather than writing. Aimed at government program directors, going after the low-value tail everyone else skips.
A voice agent that sits beside the existing system, reads what it already produces, and closes shift handover. Aimed at government compliance leads, catching the error before it becomes a change order.
Point a reconciliation engine at reporting & analytics, and let people review output instead of producing it. Aimed at government ops teams, proving value before anyone signs anything.
Point a workflow engine at renewal management, and let people review output instead of producing it. Aimed at government ops teams, writing down what only one person knows.
Point an anomaly detector at renewal management, and let people review output instead of producing it. Aimed at government ops teams, so the work stops following people home.
Point a reconciliation engine at vendor management, and let people review output instead of producing it. Aimed at government ops teams, taking the phone queue off a human entirely.
A narrow autonomous agent scoped to lead qualification alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, finding what the inspector would find, first.
A narrow reconciliation engine scoped to margin monitoring alone — no platform, no migration, no six-month rollout. Aimed at government ops teams, replacing the spreadsheet that currently holds it together.
Inspection handled by a voice agent, with a human signing rather than writing. Aimed at government ops teams, taking the phone queue off a human entirely.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes reconciliation. Aimed at government ops teams, replacing the spreadsheet that currently holds it together.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at public safety department heads, built for one person, not a department.