AI observability stories

Datadog rolls out GPU Monitoring worldwide as AI teams face mounting pressure to pinpoint idle chips, slow models and rising cloud spend.

Amplitude brings AI support into digital products with Assistant, aiming to guide users in context, cut ticket volume and flag friction points.

Exabeam extends behaviour analytics to Google-built AI agents and multi-agent workflows, giving security teams deeper visibility into automated activity.

Gigamon rolls out AI traffic intelligence and agentic observability software as IDC sees the network monitoring market reaching USD $4.39 billion by 2029.

Kong adds Agent Gateway to AI Gateway 3.14, giving firms a single control point for agent-to-agent traffic, tools, models and audit trails.

Google adds long-running agents, a shared workspace and a governance layer to Gemini Enterprise as businesses seek AI they can monitor and control.

Salesforce launches Headless 360, giving software agents and developers API access to core tools as it deepens its push beyond the user interface.

Datadog says firms are spreading AI workloads across several models as production failures climb, with capacity limits emerging as a key bottleneck.

Anthropic limits Claude Mythos to critical users after it exposed browser and Linux flaws, stoking fears of AI-driven cyber risk for banks.

Grafana Labs unveils new AI observability and CLI tools as enterprises grapple with monitoring and controlling production AI systems at GrafanaCON 2026.

SnapLogic unveils AI gateway and trusted identity tools as it broadens governance, connectivity and orchestration for enterprise agents.

Adeptia 5.2 lets AI assistants probe live integration workflows as the software maker adds a Model Context Protocol server for real-time monitoring.

Virtana extends AI observability into Nutanix Enterprise AI as firms grapple with GPU bottlenecks, failed jobs and rising production costs.

Oracle unveils 25 AI-powered apps across finance, HR and customer service, as it pushes agentic software deeper into core business workflows.

ServiceNow has made AI a standard feature across its platform, adding new tools for enterprise customers in Canada and beyond.

Aria launches Deep Networking platform as it secures GBP £97 million to target AI data centre networking bottlenecks.

AI adoption's next phase hinges on data foundations, with enterprises needing real-time pipelines, governance and portability to scale safely.

Cloud security specialists say organisations must rethink defences as control plane exposure, swelling telemetry and fragmented tools create fresh risks.

F5 and Forcepoint have teamed up to link data discovery with runtime controls, aiming to curb AI risks as enterprises move systems into production.

Progress Software adds AI search, personalisation and conversational tools to Sitefinity as enterprises seek more governed digital experiences.