Stanford HAI's 2026 AI Index reports organisational AI adoption at 88%, with productivity gains of 14-26% in customer support and software development, and up to 72% in marketing teams. AI agent adoption across departments remains in single digits.
- Source
- Stanford HAI · archived
- Academic published
- Logged
- Cadence
- 180 days
- Next review
- 2026-10-16
Why this was logged
Annual AI Index is the most-cited public benchmark of enterprise AI adoption. 2026 edition's headline numbers (88% adoption + single-digit agent deployment) set the anchoring frame for every Q2 analyst piece.
Review history
No reviews yet. First review scheduled for 2026-10-16.
This record tracks what the source stated, with evidence for the current verdict. Verdicts describe what the evidence shows, not vendor intent. See methodology for the full counter-evidence + review discipline.
The 88% figure consolidates what McKinsey, Gartner, and BCG have been individually reporting. The “single-digit agent deployment” counterpoint is the useful bit — it suggests the gap between “organisation uses AI” and “organisation runs agents in production” is the work of 2026-2027.