Private Cloud Adoption Predictions Driven by AI Workloads – Broadcom News and Stories

Private Cloud Adoption Predictions Driven by AI Workloads – Broadcom News and Stories

By Broadcom News and Stories
Publication Date: 2026-01-28 09:00:00

IDC Guest Post (Sponsored by Broadcom)

According to the 2026 IDC Cloud FutureScape, by 2028, 40% of all large enterprises will adopt private clouds for their AI workloads to meet stringent data privacy requirements and mitigate risks of sensitive information leakage to public large language models (LLMs).

This shift will enable enterprises to maintain complete control over data governance, ensuring proprietary information, customer data, and intellectual property remain within secured environments. Organizations will deploy dedicated AI infrastructure in their private datacenters or colocation facilities, running private or open-weight AI models. This approach addresses regulatory compliance, prevents competitive intelligence exposure, and provides full…