'Most organizations do not have an AI investment problem, they have a data problem': New study warns infrastructure demands could be what's really holding AI back
Existing infrastructure "was not designed for continuous intelligence" – all companies, big or small, need to reinvest in their data platforms. [...]
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The Agentic Reckoning: Enterprise AI organizations have a runtime problem, not a model problem — and most are building the wrong solution
In Q1 2026, VentureBeat's Pulse Research surfaced the “Governance Mirage”: the gap between the governance org charts enterprises had drawn and the control layers they had actually built. Fort [...]
The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs
Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model [...]
5% GPU utilization: The $401 billion AI infrastructure problem enterprises can't keep ignoring
For the last 24 months, one narrative justified every over-provisioned data center and bloated IT budget: the GPU scramble. Silicon was the new oil, and H100s traded like contraband. Reserve capacity [...]
The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway
Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their interna [...]
1Password moves into AI cost management, betting that token spend is the next enterprise budget crisis
1Password on Tuesday launched AI Spend and Consumption Management, a new capability embedded in its SaaS Manager platform that gives IT and finance teams a unified, real-time view of how their organiz [...]
Nvidia-backed ThinkLabs AI raises $28 million to tackle a growing power grid crunch
ThinkLabs AI, a startup building artificial intelligence models that simulate the behavior of the electric grid, announced today that it has closed a $28 million Series A financing round led by Energy [...]
How is your enterprise tracking AI agent telemetry? Groundcover thinks it should never leave your cloud
The AI agent observability space is taking off — but how can enterprises be sure what observability products and solutions they need?Observability startup groudcover (lower case "g" intent [...]