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Strategic Alignment
Human Readiness
AI in Practice
Learning and Recalibration
Full insight articles are publishing shortly. In the meantime, the AI Change Intelligence newsletter carries the current thinking, published twice monthly.
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Strategic Alignment
Why programmes miss the value case in the first 90 days, and what the architecture gap looks like
The gap is rarely strategy or budget. It is the absence of a testable value hypothesis connected to a behavioral dependency chain.
6 min read
Coming soon
Human Readiness
The absorption ceiling: what the data says about change saturation in AI-heavy transformation programs
Concurrent major initiatives compete for the same absorption capacity. Organizational Absorption Capacity measures that ceiling before it becomes a delivery risk.
8 min read
Coming soon
AI in Practice
Shadow workflows are killing your adoption metrics. Here is why they persist and how the platform detects them.
Go-live does not eliminate parallel processes. HR-6 and AIP-3 together instrument the behavioral signal that reveals whether new workflows have actually replaced old ones.
5 min read
Coming soon
Learning and Recalibration
Governance decay: why most programs lose coherence between Scale and Embed and Optimize and how recalibration prevents it.
The governance architecture built at program initiation rarely survives contact with deployment reality. LR-4 is designed to detect and reverse that decay before Optimize.
7 min read
Coming soon
Strategic Alignment
The value hypothesis is not a business case. Here is what separates the two and why the distinction matters for governance.
A business case justifies investment. A value hypothesis governs delivery. Most programs build one and assume the other follows automatically.
6 min read
Coming soon
Human Readiness
Cognitive load and AI deployment: the organizational absorption metric that most programs never measure.
The OAI measures the current gap between deployment pace and organizational absorption capacity, a structural readiness signal that reflects present conditions rather than a claim about what happens next.
9 min read
Coming soon
AI in Practice
Configuration governance: the most under-resourced element of enterprise AI deployment.
AIP-2 instruments the governance of AI tool configuration decisions that affect user experience, workflow integration, and adoption friction.
5 min read
Coming soon
Learning and Recalibration
What the CPI signal architecture detects that lagging indicators miss entirely.
OAI, GIS, VRI, and RCI together form the composite intelligence layer that makes the SICI score a live governance instrument rather than a point-in-time snapshot.
7 min read
Coming soon
Strategic Alignment
Authority architecture: why decision rights are a governance instrument, not an org chart exercise.
SA-4 maps decision rights across the program governance structure so that the right decisions are made at the right level with the right accountability.
6 min read
AI Change Intelligence
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