Cloud

AI Data Center Capacity Crisis: What the 5-Year Gap Means for Enterprise IT

AI Data Center Capacity Crisis: What the 5-Year Gap Means for Enterprise IT

AI, Application Development, Cloud, Machine Learning /

PwC’s $31.6 trillion data center forecast grabs headlines, but the real story is a five-year-plus median from interconnection request to energization. For enterprise IT and public sector organizations expecting significant AI workloads in the next 12 months, compute scarcity is a strategic procurement problem, not a temporary supply chain disruption. Axe Compute’s prepayment-backed contracting model offers one early indicator of how the market is adapting.

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BCNEXXT Vipe at IBC2026: Cloud-Native Playout Evolves

BCNEXXT Vipe at IBC2026: Cloud-Native Playout Evolves

Application Development, Cloud, Infrastructure, Media and Entertainment /

BCNEXXT announced major Vipe platform updates at IBC2026, including Dolby Atmos licensing, HLG HDR support, and dynamic compute optimization. The additions address format proliferation and cloud infrastructure cost challenges facing broadcasters and streaming operators. TAMS integration signals a broader push toward unified, time-addressable media workflows.

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Dynatrace Acquires Arise AI: The AI Observability Play

Dynatrace Acquires Arize AI: The AI Observability Play

AI, Application Development, Automation, Cloud, Enterprise Software, Infrastructure /

Dynatrace’s acquisition of Arise AI signals a fundamental shift in the observability market, from passive monitoring to autonomous AI agent operations. The deal brings Arise’s open-source Phoenix platform and managed AX solution into Dynatrace’s portfolio, targeting enterprises that need to evaluate, debug, and govern non-deterministic AI agents at scale. ECI Research data shows developer velocity and compliance automation are now top selection criteria, making this acquisition strategically timed.

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Gimlet Labs' $3B Bet on Multi-Silicon Inference Cloud

Gimlet Labs’ $3B Bet on Multi-Silicon Inference Cloud

Agentic AI, Application Development, Cloud /

Gimlet Labs has raised $300 million at a $3 billion valuation to build the industry’s first multi-silicon inference cloud. The company routes AI workloads across heterogeneous hardware to cut latency and cost. ECI Research analysts examine the architectural stakes and what it means for enterprise and government buyers.

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Foxtel Selects Vipe for Cloud-Native Playout Across 38 Channels

Foxtel Selects Vipe for Cloud-Native Playout Across 38 Channels

Application Development, Cloud, Infrastructure, Media and Entertainment /

Australian entertainment provider Foxtel has selected BCNEXXT’s Vipe platform to power software-defined playout across 38 channels. The deployment marks a significant shift from fixed infrastructure to dynamic cloud resource allocation. ECI Research analyzes what the deal signals for broadcast technology modernization.

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Arm's Enterprise Cloud Push: IBM Z, Graviton Gains & AI Dev Tools

Arm’s Enterprise Cloud Push: IBM Z, Graviton Gains & AI Dev Tools

Application Development, Cloud, Enterprise IT Strategy, Infrastructure /

Arm’s August 2026 update spans IBM Z integration, production-scale Graviton benchmarks from Atlassian, and a new developer performance tool aimed at AI coding agents. ECI Research analysis examines what the hardware shift means for enterprise infrastructure strategy, developer velocity, and AI-assisted software delivery. The competitive case for Arm in the data center is no longer theoretical.

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Equinix Inference Exchange: The Case for Distributed AI Inference

Equinix Inference Exchange: The Case for Distributed AI Inference

AI, Application Development, Cloud, Enterprise IT Strategy /

Equinix has announced Inference Exchange, a distributed AI inference program built with NVIDIA and Together AI. The solution targets latency, sovereign AI, and open model migration through Equinix’s global interconnection fabric. ECI Research data shows lock-in concerns and developer velocity are the dominant enterprise selection criteria, both of which this architecture directly addresses.

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Gemini 3.8 Flash: What It Means for GovTech AI Adoption

Gemini 3.8 Flash: What It Means for GovTech AI Adoption

AI, Application Development, Cloud, Infrastructure, Machine Learning /

Google has announced Gemini 3.8 Flash and a cybersecurity-focused variant, Gemini 3.8 Flash Cyber, distributed through a new restricted-access Fairwind Program. The release maintains prior pricing while claiming significant gains in coding, agentic tasks, and multi-step reasoning. ECI Research analysis examines what this means for government IT buyers and developers navigating compliance-heavy environments.

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Why HA/DR Investments Are Failing Enterprise Resilience | ECI Research

Why HA/DR Investments Are Failing Enterprise Resilience | ECI Research

Application Development, Cloud, Enterprise IT Strategy, Infrastructure /

SIOS Technology’s 2026 State of Application Resilience Survey reveals that three-quarters of enterprises experienced meaningful downtime last year despite active HA/DR protections. ECI Research examines why hybrid and multicloud complexity is outpacing traditional resilience strategies and what organizations should do next. The convergence of cybersecurity and application availability is reshaping how IT leaders prioritize resilience investments.

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VMware Explore 2026: Private AI Cloud Expands Model Choice and Agentic Security

VMware Explore 2026: Private AI Cloud Expands Model Choice and Agentic Security

Application Development, Cloud, Compliance, Infrastructure, Security, VMware Explore /

At VMware Explore 2026, Broadcom extended its Private AI Cloud strategy with an expanded validated model catalog spanning five vendors and more than 150 open-source models via vLLM. The company also announced planned Agentic Zero Trust capabilities for vDefend and Avi Load Balancer designed to discover shadow AI and secure agent transactions. ECI Research examines the architecture, the governance gaps, and what enterprise buyers should evaluate before committing.

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