Cisco reported record Q4 FY2026 revenue and EPS, driven by AI infrastructure and networking demand. ECI Research analysis examines the structural drivers behind the results, the security opportunity in the agentic AI era, and what enterprise teams should do now.
Cisco Q4 FY2026: AI Infrastructure Demand Drives Record Revenue Read More »
Dell Technologies’ August 2026 updates center on PowerStore Elite reaching general availability with Nutanix Cloud Platform support, membership in NVIDIA’s Open Secure AI Alliance, and a landmark higher education AI deployment at Texas A&M. Together, these moves reflect Dell’s intent to anchor enterprise AI infrastructure credibility across storage interoperability, security governance, and at-scale reference architectures. ECI Research data on Kubernetes AI adoption challenges and security concerns provide context for why each announcement carries commercial weight.
Dell PowerStore Elite, AI Security Alliance: August 2026 Update Read More »
Everpure has announced a second design win with a top-five hyperscaler for its DirectFlash® storage technology, building on a similar win from late 2024. ECI Research examines why hyperscalers are rethinking storage architecture in the AI era and what the deal signals for enterprise buyers. Revenue contributions are expected to begin in fiscal year 2028.
Everpure Lands Second Hyperscaler Design Win | ECI Research Read More »
NVIDIA outlined a five-layer AI framework spanning energy, chips, infrastructure, models, and applications, with the DSX Platform as the connective thread. The move is as much competitive positioning as product explanation. ECI Research data shows 53.5% of organizations plan to invest in AI-enabled development tools in the next 12 months, making the timing significant for enterprise budget planning.
NVIDIA’s Five-Layer AI Stack: What It Means for Enterprise Buyers Read More »
Acceldata has launched AI Observability as a native capability of its xLake Data & AI Platform, connecting agent traces directly to data quality, lineage, and pipeline health across hybrid environments. The announcement targets a gap no existing AI observability tool fully closes: tracing an agent failure back to the data that caused it. For enterprises running workloads across both cloud and on-premises infrastructure, this positions data governance as an enabler of AI deployment rather than a constraint on it.
Governing Agents Across Hybrid Data Read More »
IREN has completed its acquisition of Mirantis, adding the k0rdent AI orchestration platform to its owned data centers and compute infrastructure. The deal represents a deliberate vertical integration play targeting enterprise AI Cloud buyers. ECI Research data shows AI-enabled development tools are the top investment priority for enterprises in 2026, validating the market IREN is now positioned to serve.
IREN Acquires Mirantis: Completing the AI Cloud Stack Read More »
Equinix delivered record Q2 2026 results, with 16% revenue growth and a 53% adjusted EBITDA margin, fueled by AI infrastructure demand and record interconnection adds. The company raised full-year guidance and extended its long-term outlook through 2029. New AI factory partnerships and a network-level data sovereignty product signal where Equinix is competing next.
AI Infrastructure Demand Drives Record Results Read More »
DNAnexus CEO Thomas Laur contends that AI drug discovery stalls not because of model limitations, but because scientific data infrastructure isn’t production-ready. The argument reframes where life sciences organizations should be investing. ECI Research data on engineering time allocation and AI scaling confidence supports the case.
Why Data Infrastructure, Not Models, Drives Life Sciences AI Read More »
NVIDIA’s July 2026 announcements center on Vera Rubin’s “intelligence per dollar” positioning, the formation of the Open Secure AI Alliance, and a global wave of AI factory partnerships. The moves signal a strategic shift from chip performance to full-stack AI economics and trust. For enterprise buyers, the implications span procurement, governance, and long-term platform strategy.
NVIDIA Vera Rubin: Intelligence per Dollar Redefines AI Infrastructure Read More »
Tensormesh and AMD have announced a collaboration that uses tiered KV cache management to double AI model density on fixed GPU hardware. Benchmarks show a nearly 7x improvement in time-to-first-token on a 300 GB document set. The approach targets the core economics of enterprise AI inference, not just raw performance.
Tensormesh & AMD Cut GPU Costs with KV Cache Tiering Read More »