A distinct enterprise asset
Preserve the evidence, assumptions, decisions, confidence, and outcomes behind operational understanding—not simply the underlying records.
NorthStar Research · 2026
Operational
Memory
Preserving Organizational Understanding in the Age of AI
Enterprise systems preserve information. Operational Memory asks whether organizations can preserve something more valuable: their continuously evolving understanding of how they operate.
Read the concept paper ↗10 pages · PDF
The central idea
“Information allows organizations to know what happened. Operational Memory allows organizations to remember what they learned.”
A continuous learning cycle
Compare assessments with observed outcomes so the organization can see where its reasoning was accurate, incomplete, or wrong.
A new layer in the stack
Build upon existing systems of record with a system of understanding that connects context across functions and over time.
A discipline for understanding
Start with the question.
Collect only the evidence that matters.
OIROperational Intelligence Requirement—the leadership question to be answered.
EEIEssential Elements of Information—the observations that materially improve understanding.
CalibrationCompare the assessment with the outcome and improve the next decision.
NorthStar Research
Explore Operational Memory.
The paper introduces the concept, the methodology behind it, and what it could mean for the intelligent enterprise.
Read the paper ↗