Research
Original findings on content systems, AI-readiness, and enterprise governance.
February 2026
A diagnostic without follow-through is a conversation. With a roadmap, it's an intervention.
+14 points average improvement with follow-up. +2 without.
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February 2026
AI adoption is outpacing AI governance everywhere we look.
78% use AI in content workflows. Only 21% of those have documented guardrails.
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February 2026
Governance doesn't slow teams down. The absence of it does.
Organizations with strong governance produced content 34% faster on average.
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January 2026
The difference isn't talent or budget. It's whether someone wrote the rules down.
Five traits separate the top quartile. None require large teams or expensive tools.
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January 2026
Teams invest in what readers see and underinvest in what AI relies on.
Consistency scores highest. Ownership and Traceability score lowest. The pattern holds across industries.
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January 2026
The governance gap is bigger than most teams realize.
Median maturity score: 38/100. Only 3 of 18 organizations crossed the governance threshold.
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