Marc Benioff Predicts Half of Conversations Will be With AI Agents Next Year

The shift toward an "agentic enterprise" marks a fundamental transformation in how businesses operate, moving beyond traditional software to a model where AI agents and humans work in partnership. Salesforce has pioneered this transition internally, deploying agents to handle millions of customer support and sales interactions, which has allowed for significant headcount rebalancing and increased pipeline capacity. Success in this new era requires a robust data foundation—integrating systems like Data Cloud and MuleSoft—to ensure AI accuracy. While conversational interfaces are evolving, specialized enterprise applications remain essential for managing complex workflows and system-of-record data. As organizations move from experimental AI adoption to large-scale deployment, the focus is shifting toward measurable productivity gains, revenue uplift, and the integration of agentic capabilities across every functional area, from field service to marketing.