Digital Biomarkers and Measurement
To develop the measurement science and digital biomarker framework for evaluating the health, behavior, and impact of AI and enterprise intelligence systems.
Develops the measurable signals — digital biomarkers and vital signs — that reveal the state of enterprise digital health.
"How can we measure the identity, behavior, authority, and impact of AI systems in enterprise environments?"
You cannot govern what you cannot measure. This Working Group establishes the measurement models and digital biomarkers that make Enterprise Intelligence observable, comparable, and accountable.
Working Group Leadership
Leadership to be announced.
Current Maturity Stage
Developing the initial digital biomarker taxonomy and measurement model concepts.
Public Research Questions
"What digital biomarkers reliably indicate the health and behavior of AI systems?"
"How should agent identity continuity be measured over time?"
"What measurement models can capture authority drift and tool deviation in autonomous systems?"
Related EII Programs
The Enterprise Intelligence Institute welcomes responsible collaboration across disciplines while maintaining rigorous standards for contribution, provenance, evidence, attribution, intellectual property and professional judgment.
EII Working Groups are contribution environments. Membership alone does not guarantee participation. Sponsorship does not create Working Group authority. Commercial relationships do not create Working Group authority. Working Group participation is based upon contribution, expertise, relevance and EII governance.
Contribute to This Working Group
EII Working Groups are contribution environments. If you have expertise, research, evidence, or original ideas relevant to this Working Group, apply to contribute.