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ai agent examples

Search interest in AI agents has stayed near record highs all year, and for once the traffic reflects something real. In 2024 an agent was a demo: a language model looping over a to-do list until it lost the thread. In 2026 it is a budget line. The change was not a single breakthrough but the arrival of three unglamorous pieces — reliable tool calling, cheap long context, and permission systems that let an agent act inside a company without becoming a liability.

• Customer operations: first-response drafting with human approval, cutting resolution times without removing accountability.
• Software engineering: multi-file refactors and test generation, reviewed as ordinary pull requests.
• Finance and back office: reconciliation, anomaly flagging and evidence gathering for audits.
• Sales and research: pipeline enrichment from public sources, with citations attached to every claim.