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Agentic AI demands new change management strategies for data modernization

Agentic AI presents a significant challenge for data modernization, moving beyond simple system upgrades to address how software makes decisions. While many companies pilot AI agents, few achieve scaled value due to data-related issues and a lack of clarity on accountability. Effective change management, using frameworks like the Prosci ADKAR model, is crucial for integrating these agents by focusing on awareness of role shifts, involving employees in design, educating them on delegation, and gradually increasing agent autonomy. AI

IMPACT Highlights the critical need for change management alongside technology adoption for successful agentic AI integration.

RANK_REASON Article discusses change management strategies for agentic AI, drawing on a McKinsey report and the Prosci ADKAR model, rather than announcing a new product or research.

Read on Forbes — Innovation →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Agentic AI demands new change management strategies for data modernization

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2 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Article discusses change management strategies for agentic AI, drawing on a McKinsey report and the Prosci ADKAR model, rather than announcing a new product or research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
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Same-day
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Full methodology in our editorial standards.

COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Gaurav Aggarwal, Forbes Councils Member ·

    Change Management For Agentic Data Modernization

    Change management as just as important as the technology itself.