GPU management

OpenStack Hibiscus: Trusted AI Infrastructure With Confidential Compute

OpenStack Hibiscus: Trusted AI Infrastructure With Confidential Compute

AI, Application Development, Infrastructure, Machine Learning, Open Source /

OpenStack 2026.2 Hibiscus delivers confidential computing, GPU resource management, and efficiency improvements aimed squarely at AI and HPC workloads. For organizations in regulated or air-gapped environments, it makes a credible case for self-managed infrastructure as a compliance and trust strategy. ECI Research data shows why that case resonates with government and enterprise buyers.

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AI Token Governance: Parallel Works ACTIVATE AI Gateway Analysis

AI Token Governance: Parallel Works ACTIVATE AI Gateway Analysis

AI, AI Governance, Application Development, DevOps, FinOps /

Parallel Works has launched a unified AI governance gateway within its ACTIVATE AI platform, enabling enterprises to enforce token budgets, execute chargebacks, and govern LLM access across commercial and private deployments. ECI Research analysts examine the business value, competitive positioning, and what this means for IT leaders and developers managing rising AI inference costs. The announcement signals a broader market shift from ad hoc AI cost tracking to structured AI financial governance.

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