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enterprise-ai

A collection of 66 issues

Enterprise AI orchestration builds infrastructure for agents that aren't there yet

A survey of 101 enterprises with 100 or more employees paints a consistent picture: the orchestration layer is being built before the orchestrated portfolio exists. Anthropic's Claude holds 40% of primary platform usage, more than double any rival. Enterprises are investing in workflow tooling, planning hybrid control planes

Enterprise AI agents outpace the evals meant to govern them

A VentureBeat Pulse Research survey of 157 enterprises (100+ employees) in June 2026 identifies what it calls an evaluation gap. Enterprises are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less, and they are doing so knowingly. Half of organizations (50%) have shipped an

Enterprise AI runs ahead of its trust layer, survey finds

A survey of 101 enterprises documents a problem that most AI deployments are living with but rarely name directly: agents are confidently answering questions their owners cannot verify. The VentureBeat Pulse Research report finds that 57% of enterprises have traced a confident-but-wrong agent answer to missing or inconsistent

54% of enterprises hit by AI agent incidents while 4.2/5 satisfaction persists

The agent security gap is a real and measured phenomenon, not a prediction. More than half of enterprises running AI agents in production have already had an incident or a near-miss, according to a VentureBeat Pulse Research survey of 107 organizations with more than 100 employees. The structural weakness

Enterprise AI spending outpaces measurement: 64% plan to switch infra within a year

A VentureBeat Pulse Research survey of 107 enterprises (100+ employees, Q2 2026) surfaces a specific and consequential gap: organizations are committing to AI infrastructure faster than they can account for what that infrastructure costs. Sixty-four percent plan to switch or add a provider within twelve months, yet fewer than

Pi Journeys turns consumers into a testbed for enterprise relational AI

Inflection AI launched Pi Journeys this week as a consumer experiment in "relational intelligence," but the source frames the launch less as a product debut than as a research vehicle: consumer users become the dataset that Inflection plans to convert into enterprise capabilities within six months. CEO Sean

OpenAI Presence formalizes agent governance, leaves pricing unconfirmed

OpenAI has launched Presence, an enterprise platform for deploying and managing real-time voice and chat agents, available through a limited general availability program led by OpenAI's Forward Deployed Engineers and select systems integrators. The product packages policies, system connections, simulations, evaluations, guardrails and escalation rules into a

Laguna S 2.1 is Poolside's open-weight play for sovereign AI procurement

Poolside released Laguna S 2.1, a 118-billion-parameter Mixture-of-Experts coding model with 8 billion parameters active per token, betting that open weights, not raw scale, are how a smaller lab competes at the frontier. The weights are immediately available on Hugging Face under the OpenMDW-1.

AI agent evaluation tied to vendor methods, scalability‑grounding gap

At VB Transform 2026, three AI industry executives converged on the same finding: a single agent trace can score perfectly and still signal a broken product. The structural problem they surfaced, that automated judging is scalable but ungrounded while human review is grounded but not scalable, is what Conviva'

JumpCloud survey shows AI maturity falls to 23% but frames drop as positive

JumpCloud's Q3 2026 survey of 800 IT leaders in the U.S. and U.K. reports a 17-point drop in six months in the share of organizations describing themselves as mature in AI deployment, from 40% to 23%, and frames the decline as a positive signal. That