Observability stories
AI spending is eroding margins and boards lack the real-time visibility needed to weigh token costs against business value.
Production faults are being traced in hours rather than weeks as Google shifts diagnostics to lightweight eBPF packages across its fleet.
A survey found 98% of breached firms suffered material damage as AI-driven attacks and visibility gaps strain defences.
The upgrades are aimed at easing bottlenecks for large AI and machine learning deployments, with clusters now scaling to 15,000 nodes.
Many AI agents can already reach far more sensitive corporate data than staff, prompting Bedrock Data to add real-time access controls.
Centralised oversight for AI traffic should help firms cut prompt-injection and data-leakage risks as models shift into production.
Grafana Labs has launched six AI observability tools during its AI Week, including new capabilities for monitoring and investigating AI agents.
Managed service providers are being given one environment for automation and ticket handling as Acronis seeks to reduce manual workloads and boost margins.
Businesses can now run and monitor AI agents for up to seven days as Google Cloud adds tighter identity and governance controls.
It aims to help businesses build AI agents that use live data, keep to strict permissions and avoid hallucinating over filings and news.
Looker users can now turn chat prompts into recurring monitors that flag threshold breaches and run automated root-cause analysis.
Businesses using AI agents can now approve or block individual commands in real time, reducing the risk of authorised access doing unauthorised things.
It will fund North American expansion and product development as observability demand rises with cloud and AI workloads, after revenue tripled.
Businesses can now query governed data across cloud systems in plain language, as Google Cloud opens its conversational analytics tools more widely.
Customers will get fewer handovers during outages as Cello folds GKC Consulting's observability expertise into its network operations business.
Banks and funds can now build AI-enabled workflows on one governed system, as 3forge aims to reduce integration work and oversight risks.
Rising telemetry costs are pushing security teams to rethink SIEM spending, after a study found Gravwell users recouped costs in under six months.
IT teams are losing more than a day a week to cloud troubleshooting, as AI and multi-cloud plans expose network bottlenecks.
Banking and insurance teams could spot digital failures sooner as new tools feed governed customer-journey evidence into enterprise AI systems.
Enterprise teams can now use natural language to plan, build and troubleshoot integrations as SnapLogic widens SnapGPT across its platform.