JPMorgan Chase to Deploy Long-Running Autonomous AI Agents in 2026

JPMorgan Chase & Co. will begin deploying artificial-intelligence agents later in 2026 that can operate autonomously for hours rather than minutes. The agents are designed to manage multi-step workflows across disparate software, marking a shift from single-task tools to digital workers.

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In the past year, AI agents have moved from isolated tasks to longer, more complex processes. Anthropic’s Claude Code and OpenClaw demonstrated multi-minute runtimes, indicating the technology is approaching resolution of security and governance barriers that have limited corporate use.

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Chief analytics officer Derek Waldron leads the project. JPMorgan, headed by CEO Jamie Dimon since 2006, is the largest U.S. bank by assets and spends roughly $20 billion annually on technology.

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The rollout targets a 2026 launch. Current agents run 2–3 minutes; JPMorgan aims for 1–2 hours initially, with a roadmap toward multi-day operation. The bank’s tech budget is about $20 billion.

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Long-running agents are positioned as “team managers,” able to parse problems, delegate tasks, and sustain activity for extended periods. This could lower human-intervention frequency, streamline workflow orchestration, and expand automation in data analysis, code generation, web-browser control, and desktop-software interaction.

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Waldron said the key enterprise AI question is how long an autonomous system can stay effective before human oversight is needed, a concept he calls “intellectual coherence.” He noted recent advances in reasoning, code generation, and software control have made agents act more like managers than isolated workers. The bank expects operational agents in 2026 and envisions future versions maintaining coherence for multiple hours, days, and weeks.

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JPMorgan acknowledges that long-running agents have not yet cleared corporate use because of lingering security considerations. Industry observers stress the need for robust governance to mitigate risks of autonomous decision-making in financial services.

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• “We've entered now the era of long-running autonomous agents,” — Derek Waldron, Chief Analytics Officer, JPMorgan Chase

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• “means that agents don't just run for two or three minutes to carry out a goal or some instructions of a human, they can run for an hour or two.” — Derek Waldron

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• “We will have those in 2026.” — Derek Waldron

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• “ Eventually, AI agents will remain coherent for "multiple hours, then days, then weeks," he said.” — Derek Waldron

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JPMorgan will embed the agents into internal workflows later this year, then conduct testing to assess security, governance, and performance. Future releases aim to extend runtimes and broaden functional coverage across the bank’s operations.

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