Summary
The research brief says organisations are moving beyond initial AI adoption toward managing operational and execution risks. It identifies governance, cybersecurity and workforce capability as central determinants of whether deployments produce durable value.
Why it matters
The finding captures a broader shift from experimentation to accountability as AI becomes embedded in core business operations.
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