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73% of AI Pricing Professionals Favor Flexible Models. Blanket Premiums Are Collapsing
Seventy-three percent of AI pricing professionals favor usage-based or hybrid models, while most accept only a modest premium with proof. See what buyers now expect from AI vendors.
AI Adoption at Work: 77% Embed AI in Workflows
G2 research from 1,392 interviews finds 77% of professionals embed AI in workflows, while governance, readiness, and work redesign lag behind.
Trust, Visibility, and the Cost of Sharing Expertise
How 111 business professionals are sharing expertise at work: 59% say helping others is their primary motivation, 45% prefer one-to-one or small-group formats over broadcast, 79% name time and production effort as the main barrier to sustained sharing, and 99% require guardrails before adopting AI-assisted sharing.