Hardware & Infrastructure


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    Global AI spend will nearly double in 2026 due to infrastructure demand

    For CIOs, investing in AI isn’t always intentional as the technology becomes embedded across products and features, according to a Gartner analyst. 

    By Sept. 16, 2026
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    Benjamin Fanjoy / Stringer via Getty Images
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    Salesforce launches AIforce to harness agentic architecture

    The connective layer links the CRM company's data, workflows and governance to third-party AI interfaces.

    By Sept. 15, 2026
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    CIOs struggle to link token spend to business outcomes

    Only one out of every five dollars of enterprise token spend can be tied to tangible results, according to Accenture data.

    By Sept. 14, 2026
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    Chewy eyes $50M in annual cost savings with AI

    The pet supplies retailer is deploying AI tools in customer care, pharmacy and vet services to bolster productivity as it sets its sights on agentic capabilities.

    By Sept. 11, 2026
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    Broadcom targets infrastructure complexity in automation play

    VMware AI Factory lets enterprises pick preferred hardware and AI models, marking the latest vendor move to ease compute challenges.

    By Sept. 10, 2026
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    Courtesy of Sysco
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    Sysco targets $500M in AI-driven cost savings

    The food distributor is modernizing routing software and enhancing inventory forecasting to help cut costs over the next three fiscal years.

    By Sept. 9, 2026
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    Nvidia’s $12.9B Hugging Face deal could benefit enterprises

    The chipmaker’s acquisition could eventually bring additional security resources and model evaluation tools to the platform, according to experts.

    By Sept. 3, 2026
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    Data center market faces all-time low vacancies despite record-breaking construction

    Power capacity available for lease fell to 1.4% in the first half of 2026, even as under-construction capacity surged 25%, according to CBRE.  

    By Nidhi Sharma • Sept. 3, 2026
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    AI adoption helps sustain confidence in the mainframe

    Companies are enlisting agents to help manage the platform amid ongoing modernization, according to BMC’s annual survey.

    By Sept. 1, 2026
  • CEO Jensen Huang speaks during a keynote address at Nvidia's GTC Conference on March 16, 2026 in San Jose, California.
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    Nvidia warns of supply bottlenecks into 2028

    Despite ongoing memory supply challenges, the company’s data center revenue catapulted to $89 billion in Q2 2027.

    By Aug. 27, 2026
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    Joe Raedle via Getty Images
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    Apple debuts PCs, chips dedicated to AI workloads

    On-device compute can help enterprises navigate rising AI costs and future complexity, said Ranjit Atwal, senior director analyst at Gartner.

    By Aug. 25, 2026
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    Scott Olson via Getty Images
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    Verizon taps Google for enterprise AI, infrastructure deployment

    The telecommunications company plans to deploy Gemini Enterprise and Google's data infrastructure as it makes AI central to the customer experience.

    By Aug. 24, 2026
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    Courtesy of Microsoft
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    AI data center spending drives growth in semiconductor market

    CIOs are contending with rising compute costs, looking to cheaper models to rein in spending amid rapid infrastructure expansion. 

    By Aug. 24, 2026
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    Travelers builds its own LLM, cutting AI costs

    The insurer built TravelersLLM to handle insurance-specific queries, while broad reasoning, research and coding queries are saved for frontier models.

    By Aug. 24, 2026
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    Snowflake adds cost control feature to Cortex AI Gateway

    The vendor's model routing automatically picks models based on quality and cost for the selected task, as executive concerns about the price of AI grow.

    By Aug. 18, 2026
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    Justin Sullivan / Staff via Getty Images
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    Cisco zeroes in on enterprise hardware refresh

    “We are in a multiyear, multibillion-dollar networking super cycle,” Chairman and CEO Chuck Robbins told investors.

    By Matt Ashare • Aug. 18, 2026
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    Executives put the spotlight on AI’s reliability issue

    Only 35% of leaders say AI consistently delivers business outcomes, earns regulator confidence and allows control, according to a report from HFS Research and TCS.

    By Aug. 17, 2026
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    Scaling AI hinges on the enterprise data layer

    Limited data access weakens agentic AI results, which creates a lack of trust in the technology, according to a Google Cloud and MIT report.

    By Aug. 13, 2026
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    Legacy IT forces enterprises to delay AI projects

    Data governance and regulatory challenges are pushing CIOs to revamp their infrastructure to support modern workloads, according to a Cloudera report.

    By Aug. 12, 2026
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    AI infrastructure spending shifts in latest sign of deployment maturity

    Enterprises are now pouring more resources into operating the technology at scale rather than on training models, according to Gartner.

    By Aug. 10, 2026
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    With AI, CIOs need a new playbook

    IT leaders need to rewrite operations from the ground up while facing regulatory pressure, capacity constraints and concerns about vendor lock-in.

    By Aug. 10, 2026
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    Amazon ups AI investments as cloud sector chases windfall

    Yearly enterprise cloud spending jumped to $500 billion in support of AI buildouts, according to Synergy Research Group.

    By Aug. 3, 2026
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    Deep Dive

    AI shifts mainframe modernization strategy

    To stay or not to stay on the mainframe? AI might help enterprises do both.

    By July 28, 2026
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    Google hikes capital expenditures to $205B, citing demand growth

    The tech provider will continue to expand compute in response to capacity constraints, CFO Anat Ashkenazi said during a Wednesday earnings call.

    By July 23, 2026
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    Big tech sovereign AI tools promise control, but drive lock-in

    Nvidia has emerged as a dominant player in sovereign AI, which accounts for roughly 14% of the company’s revenue, according to a Stanford HAI study.

    By July 23, 2026