ToolingAugust 19, 2026

Microsoft reports 40 per cent efficiency gains from custom AI chips over OpenAI reliance

Microsoft CEO Satya Nadella has revealed that the company is achieving up to 40 per cent efficiency improvements by using its own custom silicon. This shift reduces the reliance of the organisation on external models and hardware. The strategy aims to create a more scalable infrastructure with improved margins for enterprise AI offerings.

Why it matters

For teams building production AI, this shift highlights the importance of vertical integration in managing inference costs at scale. It suggests that custom hardware optimisations will be critical for maintaining competitive margins in the enterprise market.

Key points

Custom silicon delivers significant performance boosts compared to standard cloud deployments
Vertical integration allows for better control over the full technology stack
The move focuses on long term scalability and better business margins

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