Operating intelligence on AI advisory
Field notes from fractional Chief AI Officer engagements. Where AI is moving the business, where it is not, and what the operating work actually looks like.
The Nordic AI ROI Gap: Why 70 Percent of AI Spend Returns 4 Percent of the Value
BCG research shows 70 percent of Nordic enterprises have meaningful AI spend, but only 4 percent capture meaningful value. The gap is structural, not technological. What the data says, and what changes when the operating model catches up to the activity.
The EU AI Act Has Three Doors. Most US Companies Have Walked Through Two Already.
EU AI Act exposure for US companies usually enters through three doors at once. Most companies have already walked through two of them without noticing. Here is what each door looks like, and what to do about it.
What a Fractional Chief AI Officer Actually Does (And When You Don't Need One)
Senior AI operating leadership without the full-time hire. What the role actually delivers, how engagements run, and when the honest answer is that you do not need one yet.
Most Mid-Market Companies Cannot Name Every AI Tool in Their Stack. That Becomes a Problem August 2 2026.
Most mid-market companies have added 6 to 12 AI tools to their stack in 18 months and cannot list them. The EU AI Act's main obligations land 2 August 2026. A vendor exposure map is the operational artifact that has to exist before that window. What goes in it and how to build it in a week.
76 Percent of Companies Now Have a Chief AI Officer. The Question Has Changed.
CAIO adoption tripled in one year per IBM's 2026 CEO Study of 2,000 CEOs. Only 10 percent say AI is primarily driving growth, 53 percent are still piloting. The buying question has shifted from 'do I need a CAIO' to 'do I need a full-time one or fractional'.
Why Your AI Activity Is Not Showing Up in Operating Results. A Five-Dimension Diagnostic.
Most AI maturity models score the wrong thing. They measure pilots launched, models deployed, and tools adopted. The five operating dimensions that actually predict whether AI shows up in P&L are Baseline, Revenue, Adoption, Governance, and Intelligence. What each scores and what a high score looks like.