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AI Agents at Work: What They Can and Can’t Do for Your Business in 2026

AI agents can now run multi-step jobs inside real companies. Here’s where they deliver, where they break, and how a small firm should test one.

A small white robot with glowing blue eyes sitting in front of an open laptop

In September 2025, Marc Benioff went on a podcast and said Salesforce had cut its customer support staff from about 9,000 people to roughly 5,000, because it now had AI agents at work on a large share of the conversations. A few months earlier, the Swedish fintech Klarna had done the opposite: after boasting that its AI assistant was doing the work of 700 agents, its CEO admitted the push had gone too far and started hiring humans again. Both companies were using the same kind of technology. They drew very different conclusions. That split captures where AI agents at…

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