INSIGHTFUL VISION ALLIANCE
Building more adaptive enterprises for an age of continuous change.
AI is rapidly expanding what organizations can do. The harder question is what organizations must become to use those capabilities well.
LATEST WORK
When AI Becomes a Toggle
Why Lisanne Bainbridge’s 1983 paper is a must-read for the embedded AI era.
Embedded AI can arrive as a feature rather than a transformation program. But the operating consequences are larger than the interface suggests: routine work disappears, exceptions become more consequential, and human oversight can remain nominal long after it stops being operationally meaningful.
CURRENT AREAS OF INQUIRY
AI, Authority & Human Judgment
Evidence & Decision Quality
Organizational Adaptation
Transformation & Operating Models
Technology changes what is possible. Organizations determine what becomes sustainable.
IVA examines the organizational conditions behind technological change: how work is designed, how authority is allocated, how evidence informs decisions, and how human judgment is preserved as capabilities expand.
ABOUT IVA
The person behind the research.
IVA was founded by Iva Bruni, whose perspective was shaped by years of operating inside complex, high-accountability environments where technology, people, process, and financial outcomes collide. That experience informs IVA’s interest in what happens after new capability enters an organization: how authority shifts, how work changes, how evidence is used, and where human judgment still matters.