From pilot to production: Unifying AI and sovereignty at enterprise scale
IDC spotlight paper explores why most AI initiatives stall at pilot stage and how a unified sovereign AI platform helps enterprises scale AI with governance, trust, and predictable outcomes.
Discover key insights from IDC on the challenges preventing enterprises from scaling AI beyond experimentation. Learn why data readiness, governance, sovereignty, and cost predictability have become critical to AI success, and how a unified AI operating model can help organisations accelerate production-grade AI adoption while maintaining compliance, control, and business value.
Key takeaway
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Most AI initiatives struggle to scale
Only a small percentage of GenAI pilots successfully reach production and deliver expected business outcomes.
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Sovereign AI is now a business imperative
Data residency, governance, trust, and compliance are driving enterprises to adopt sovereign AI strategies.
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A unified AI platform is key to success
Combining infrastructure, data, governance, MLOps, and responsible AI on a common foundation helps organisations move from experimentation to production at scale.
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