AI observability stories
Most AI projects stall because firms lack the standards and monitoring needed to keep models trustworthy, auditable and scalable in production.
Enterprises face mounting risks from AI outages and hidden governance costs as Forrester says day-to-day operational needs now outrank frontier fears.
Existing customers can access AI-driven troubleshooting without a higher base price, as Riverbed bundles new observability tools into Network 360.
As firms scale autonomous AI, Airrived's new control layer aims to expose agent ownership, permissions, data use and costs.
Businesses will be able to automate sales, support and back-office tasks as Salesforce rolls out role-specific AI agents with built-in controls.
Enterprises can now monitor and govern AI systems more closely as the new release adds benchmarking, compliance reporting and GPU controls.
Enterprises get new governance, monitoring and multi-tenant controls as Red Hat targets safer, scalable AI use beyond pilot projects.
The appointments bolster Algolia's push into enterprise AI, as it seeks to turn search into a trusted retrieval layer for customer data.
Users of Buffmee will get faster, better grounded answers after KDDI reduced response latency by 38% and improved first-token speed.
The multi-year rollout aims to ease bandwidth and latency bottlenecks as Oracle scales GPU-heavy cloud clusters across its global AI estate.
The funding will help Lasso expand a guardrail designed to inspect AI traffic at scale without costly GPUs, including for US government users.
A 25-point gap between executives and engineers suggests many UK firms are scaling AI faster than they can diagnose failures or meet governance demands.
Enterprise buyers now have a new tool to curb unpredictable AI bills as Guickly secures USD $4.2 million and targets shadow usage.
The deal could reshape AI infrastructure by tying the leading open-model hub more closely to Nvidia's GPU dominance.
Most organisations are unprepared for AI traffic surges, with 73% expecting campus and branch network capacity limits within two years.
Enterprises want production-grade AI with stronger governance, and AWS validation may help Altimetrik win more deployment work.
Despite high confidence in their controls, most firms still let AI agents run with broad access, and 29% have seen real harm.
Enterprises are demanding audit trails and spending controls as AI agents move from pilots into live systems with access to core business data.
Businesses can now trace runaway AI bills to the agents and workflows causing them, as Geordie opens its Cost Intelligence tool to customers.
Fraud teams and AI builders can now query linked data in BigQuery without moving it to a separate graph database, Google said.