Qualcomm is expanding into the data center market with its full-stack Dragonfly portfolio and High Bandwidth Compute technology, leveraging its low-power heritage to optimize tokens-per-watt efficiency and reduce total cost of ownership for hyper-scale agentic AI workloads.

Marvell is positioning its Structera portfolio as a premier architectural alternative for cloud infrastructure providers by consolidating dedicated hardware compression, Arm-driven near-memory computing, and low-latency CXL switching into a unified fabric that circumvents the software complexity, volatile DRAM costs, and tail-latency bottlenecks of single-component alternatives.

Nebius adopts Komodor AI SRE as alternative clouds that leverage Kubernetes orchestration to challenge traditional hyperscalers in the high-stakes AI race.

New context, annotation, and vector capabilities expand how information in S3 can be discovered, contextualized, retrieved, and consumed across analytics and AI workloads.

Enhancements across AWS Context, Amazon Quick, AgentCore, Continuum, Kiro, and AWS Transform aim to make knowledge more accessible, enable trusted agentic workflows, and reduce the friction of working across enterprise systems.

The multi-exabyte agreement highlights the growing importance of storage economics, data architecture, and specialized infrastructure ecosystems as AI environments scale.

Oracle counters the machine-speed threats and autonomous agent vulnerabilities of the AI era by delivering a data-centric security strategy focused on anchoring governance at the data layer, accelerating and automating patch deployment, and building robust operational resilience.

Tracking Label, 360 Camera, and Agent Studio share one logic: the Samsara Network, not the device, is doing the heavy lifting.

Nokia is accelerating the telecommunications transition to self-driving infrastructure by introducing an expanded agentic AI portfolio and Google Cloud partnership that enables operators to incrementally deploy glass box autonomy across cross-domain environments for machine-speed decision-making.

At HPE Discover 2026, HPE announced enhancements to Morpheus, Zerto, and Alletra that extend a common management framework across virtualization, workload mobility, cyber resilience, and AI-ready data infrastructure.