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Generative AI Certificate Q&A: What is the Primary Barrier to AI Implementation in Organizations?

Explore the main challenges of AI adoption in large organizations, including technical expertise, resistance to change, and cost. Find detailed solutions to tackle these barriers effectively.

Table of Contents

Question

What is the primary barrier to successful AI implementation in large organizations?

A. Lack of technical expertise
B. High implementation costs
C. Organizational resistance to change
D. Insufficient data infrastructure

Answer

C. Organizational resistance to change

Explanation

Organizational resistance to change often emerges as the most significant barrier to successful AI implementation in large enterprises. Employees and management may resist adopting AI due to concerns about job security, disruptions to established workflows, or a lack of understanding of AI’s potential benefits. Resistance can stifle innovation and prevent organizations from realizing AI’s transformative advantages.

Other barriers, such as technical expertise (A), high costs (B), and insufficient data infrastructure (D), are important but can typically be mitigated with the right strategies. Addressing resistance to change requires fostering a culture of innovation, transparent communication about AI’s role, leadership buy-in, and employee engagement through training and collaboration. These steps can help organizations overcome fears and adapt to technological shifts.

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