Cohesity just secured US Patent No. 12,619,501 for the tech behind its Gaia generative AI platform. The patent, granted May 5, 2026, covers a retrieval-augmented generation layer that taps into backup data systems. Expect tighter integration of secondary storage with AI-driven search and synthesis in upcoming Cohesity releases. Confluent’s UK survey finds 59% of executives still rely on gut feel for big calls. Eighty-two percent say they sacrifice speed for depth, and 71% think the C-suite gets stale data. But 61% believe real-time streaming will be vital within a year. Meanwhile, CTERA plugged into n8n to let enterprises build AI-aware workflows across hundreds of apps, all under its governance umbrella. Datadog rolled out “Bring Your Own Cloud,” pushing its platform into customer storage, plus a raft of new Bits AI tools—Detection, Evals, Infrastructure, Code, Release, Data Analysis, Testing, Chat—to automate every phase of development and ops. AI chip maker d-Matrix has Corsair inference accelerators in full production, promising up to 10× faster token generation when paired with GPUs. That hybrid approach slashes latency and cuts energy costs for hyperscalers and frontier labs. On the hardware side, Frore Systems’ AirJet Mini cooler moves into Lenovo’s Innovation Accelerator to beat thermal limits in ultra-compact devices. Graid Technology rebranded Intel VROC as VROC by Graid, with a two-year roadmap adding Oak Stream support, UEFI licensing, workstation features, and mixed CPU/GPU RAID. Hazelcast Platform 5.7 adds CP Auto Leader Step Down, Smart Client Routing (28% throughput gain in tests) and split-brain-safe Vector Collections for always-correct multi-DC setups. Hitachi Vantara updated its EverFlex consumption model with outcome-based SLAs, flexible CapEx/OpEx options, and real-time monitoring through VSP 360. At the same time, their FStech-backed study shows 35% of financial firms list data growth as top storage concern, yet only 10% are buying AI-ready platforms and just 9% building central data hubs.