AI observability stories

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.

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.

Gigamon dominates the deep observability race as AI and hybrid cloud traffic push the fast-growing sector towards USD $2.1 billion by 2030.

Codenotary unveils AgentMon to help Chief Information Officers and security teams track AI agent behaviour, costs and policy risks.

Qodo secures $70 million Series B as investors back its bid to become the trust layer for AI-generated software.

Gartner says explainable AI will help drive wider monitoring of generative AI systems, as firms seek stronger checks on bias, hallucinations and reliability.

Revenium adds business outcome tracking to AI workflows, letting firms calculate cost per conversion, autonomy rates and ROI from production use.

TrendAI survey finds businesses racing to deploy agentic AI despite weak controls, with sensitive data exposure, audit gaps and kill-switch doubts emerging.

Aerospike adds durable memory for LangGraph agents to keep context through restarts, failures and concurrent sessions.

Check Point unveils AI defence plane to help enterprises govern employee tools, applications and autonomous agents at runtime.

Cloud Security Alliance unveils CSAI foundation to set rules, standards and assurance for securing autonomous agentic AI systems.