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    Agent Washing

    Process automationMisleading Marketing as an AI Agent
    Editorially reviewed on: 1 source
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    The short answer · 14 words

    In short

    Describes the marketing of existing AI or automation functions as agentic without corresponding capabilities.

    Flow-alerta.cab (2026): Agent Washing. https://flow-alerta.cab/en/glossar/agent-washing. Editorially reviewed on: 09 October 2026.

    How much detail would you like?

    Practical

    Relevant for realistic expectations and comprehensible selection of AI solutions.

    Example scenario: A fixed form script is advertised as an autonomous agent; in the test, it cannot react to deviating intermediate results.

    Possible application: Examine provider offers based on own tasks and document demonstrated functions, approvals and measured benefits.

    At a glance

    Core
    Gartner uses the term for the renaming of assistants, RPA or chatbots without essential agent skills. In order to evaluate, actual task control, tool use and limits must be checked.
    Use
    Relevant for realistic expectations and comprehensible selection of AI solutions.
    Example
    Example scenario: A fixed form script is advertised as an autonomous agent; in the test, it cannot react to deviating intermediate results.
    Limits
    Devalue any simple automation; treat autonomy without borders as a quality feature; adopt marketing statements without concrete tests.

    In context

    Automation

    Use of technology so that tasks or processes run partly or completely automatically according to defined rules and controls.

    Questions about this term

    Is a fixed workflow useless?

    No, it can be the right solution.

    How do you check the promise?

    With realistic test cases and observable actions.

    All details and background

    Gartner uses the term for the renaming of assistants, RPA or chatbots without essential agent skills. In order to evaluate, actual task control, tool use and limits must be checked.

    ELI5 – Explained simply

    Like a new label on an old tool: the name promises more than the function shows.

    Why it matters in practice

    Relevant for realistic expectations and comprehensible selection of AI solutions.

    Example

    Example scenario: A fixed form script is advertised as an autonomous agent; in the test, it cannot react to deviating intermediate results.

    Pitfalls and limits

    • Devalue any simple automation; treat autonomy without borders as a quality feature; adopt marketing statements without concrete tests.

    Origin & history

    Gartner explicitly describes Agent Washing in its press release dated June 25, 2025. This reference proves the use, not the first embossing.

    Use in mid-sized companies

    • Possible application: Examine provider offers based on own tasks and document demonstrated functions, approvals and measured benefits.

    Related terms

    • AI agent
    • Workflow automation

    Matching Flow-alerta service

    AI opportunity analysis & roadmapAI consulting: AI potential analysis & roadmap on tasks, data and prerequisites of a possible first AI use case.

    Matching tool / use case

    View use casesUse Case: documented comparison of agent promises and actual behavior in the pilot.

    Sources

    • www.gartner.comGartner, Pressemitteilung vom 25.06.2025, Abschnitt Agent Washing

    Quellenprüfung: 09.10.2026. Anwendungsbeispiele sind mögliche Szenarien, keine behaupteten Kundenfälle.

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