Work

Studies, prototypes and shipped infrastructure.

Products

Standards, platforms and publications that carry the research into practice.

StandardPatent-pending · Standard

MCML — Model Connect Markup Language

A patent-pending markup standard for responsible AI that makes every model decision traceable back to the data and policy that produced it.

PublicationPublished series

ModelLink Book Series

A practical implementation playbook for AI practitioners operationalizing governance, MLOps, and accountable model lifecycles.

PlatformPatent-pending · Live

PLEYSMART

A community education platform and patent-pending learning system connecting credentialed professionals with the next generation of learners.