Google’s agent strategy puts enterprise context and workflows above the model, creating a more durable source of platform dependence.

Microsoft measures Maia by the gigawatt, not the die, claiming 40% more tokens per megawatt from a rack built to fill halls rather than strand space.

Rocket acquires Geniez AI to bring agentic operations to mission-critical systems, aiming to solve the skills gap and simplify mainframe management.

As CoreWeave connects more of the AI lifecycle through Forge and Registry, storage architecture and recoverability become critical to keeping production AI operational.

AI-driven market volatility is elevating the economic value of Infinidat’s established storage architecture, enterprise expertise and position within Lenovo.

ManageEngine focuses on reliability layers, robust API hooks, hybrid support, and ephemeral AI agents designed to handle complex IT operations.

AWS and Red Hat’s joint ROSA platform, paired with Confluent for Kubernetes, empowers enterprises to streamline real-time streaming with lower cloud costs, native security, and GitOps automation across hybrid environments.

HPE introduces Gen13 ProLiant servers with 6th Gen AMD EPYC processors, focusing on security and computing density for inference and autonomous agents.

Caterpillar and Capital One take the stage as Forge launches, Vera Rubin enters limited production with Cognition, and GPU pricing power holds.

Google aims to collapse long modernization roadmaps with an agentic AI portfolio, targeting legacy code, mainframe complexity and infrastructure costs.

Its Azure expansion gives coding agents room to experiment while keeping early development away from live cloud resources.

Qualcomm has strengthened its global intellectual property foundation through a multi-year patent cross-licensing agreement with Huawei, mitigating litigation risk and securing FRAND-compliant 5G and compute technologies amid geopolitical and regulatory pressures.