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AI’s Second Act, Where Safety, Risk and Trust Collide

The first AI cycle rewarded ambition and speed. AI’s Second Act will reward proof: it has never been more important for companies to ensure what they say about AI matches up with reality.

The first act was defined by experimentation, bold public claims and a race to stay ahead of the competition. This next iteration is quieter, more deliberate and considerably more demanding.

Organisations are no longer asking whether they can deploy AI, but whether they can do so at scale credibly, safely and sustainably and whether the story they tell investors, customers and employees survives contact with reality.

Our research shows businesses advancing with deliberate caution.Two-thirds of organisations are moving forward carefully, rather than racing ahead, and a clear majority have already slowed, paused or pulled back a planned deployment because of reputational, regulatory or trust concerns.

In spite of the known risks around AI, only around a third feel very well prepared for an AI-related incident, demonstrating that confidence is still outpacing resilience.

So the Second Act is not a retreat from AI, but a recognition that integrating it successfully costs more than businesses first thought and that the cost is not purely financial. It manifests across operational, reputational and personnel faultlines.

The upside remains substantial: returns are real and rising, and governance is maturing. But value will increasingly only be recognised by companies that combine disciplined investment, credible governance and a clear stakeholder narrative; not to those making the boldest claims. The pages that follow set out where ambition and caution collide, and why it has never been more important to ensure AI narratives and the operational realities match up.

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The views expressed herein are those of the author(s) and not necessarily the views of FTI Consulting, Inc., its management, its subsidiaries, its affiliates, or its other professionals.