Druid’s 2026 AI Adoption Benchmark
Most “State of AI” reports are built on surveys, executive sentiment, or pilot programs. This one is not.
The 2026 Druid AI Adoption Benchmark is based on 15 months of anonymized, aggregated production usage data from live AI deployments across: Healthcare • Higher Education • Financial Services • HR & IT
It reveals how AI actually behaves once it is embedded in real customer, student, patient, and employee service journeys.
What the data reveals:
- Workflow Concentration: A small number of "front-door" workflows drive the majority of AI volume.
- Channel Divergence: Usage varies sharply by industry, from a 95% chat preference in Higher Ed to a near 54/46 voice-chat split in Healthcare.
- The 24/7 Reality: Up to 39% of demand occurs outside traditional business hours.
- Operational Role: HR & IT behaves as peak-hour infrastructure, while other sectors function as critical continuity layers.
- Governed Resolution: Value is defined by how AI resolves repeatable work and escalates exceptions with full context.
Download the Full 2026 AI Adoption Benchmark
