Two surveys published in mid-2026 show small businesses moving from AI chat tools toward AI agents that carry out tasks. Upwork Research Institute, surveying 195 leaders at U.S. companies with 10 to 99 employees, reported on June 10 that 41% are piloting agents for decision support, 34% for workflow automation, and 30% for autonomous task execution. The most active pilots were in customer service (40%), scheduling and administrative support (38%), and data analytics (37%). A May 2026 Bluehost study of 350 owners of businesses with 1 to 50 employees found that 79% are aware of AI agents but only 16% have deployed one.
The gap between pilots and production is the story. In the Upwork survey, data privacy and security was the top barrier, cited by 49% of small business leaders, and most reported productivity gains of less than 25%. Bluehost found accuracy and quality were owners' top concern, ahead of cost.
If you are considering an agent for scheduling, customer questions, or back-office work, start with one narrow process that has clear rules and a human check before anything goes to a customer or moves money. Ask the vendor what systems and data the agent can access, whether its actions are logged, how you turn it off, and how pricing scales with use. Measure time saved against a baseline before expanding.
Upwork found vendors (53%) and peer networks (52%) were the main ways small business leaders learn about AI agents.
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