AI Monitoring (AIM) stories
Despite high confidence in their controls, most firms still let AI agents run with broad access, and 29% have seen real harm.
Despite written policies, most firms cannot show staff are following generative AI rules, leaving them exposed to regulatory scrutiny and fines.
Enterprises are demanding audit trails and spending controls as AI agents move from pilots into live systems with access to core business data.
Faster agentic AI adoption is forcing tighter oversight, with new controls on permissions, monitoring and cyber-risk systems.
New controls and tests are being added as agentic AI systems spread, with Microsoft warning that risks now span tools, data and users.
The consultancy says workflow redesign, not tool access, helped triple AI engagement and cut database incident resolution times by 80%.
Businesses could slash AI spending as Glean says its desktop workspace used 81% fewer tokens than Claude Cowork in tests.
Rising AI deployments are helping drive broader platform use, with most customers now buying several Grafana products and costs falling.
Rogue behaviour in testing has heightened fears that autonomous tools are being handed sensitive systems without proper oversight or limits.
AI rollouts are pushing SRE and platform teams to monitor models, manage incidents and fill governance gaps in production.
It is aimed at firms that want AI agents to update records and trigger workflows without losing oversight or audit trails.
Security teams could gain clearer incident evidence as ClickHouse brings its trace data expertise to AI agent forensics alongside NVIDIA.
IT teams can now track AI models on Apple fleets to curb data leaks and token spend as businesses wrestle with shadow AI.
The system lets enterprises block risky agent actions in 71 milliseconds, as autonomy raises the odds of damaging mistakes.
Fans were spared buffering as Seven used New Relic to scale 7plus Sport for AFL demand and meet strict geotargeting rules.
Enterprises can now keep AI workloads and sensitive data on the same private cloud, as Broadcom adds governance and security controls.
Local hosting in Sydney eases compliance worries for Australian firms using AI tools that may expose prompts, code and credentials.
Enterprises face a growing oversight gap, as Omnissa says 75% of managed devices carry unsanctioned AI tools before policies catch up.
Enterprise buyers are weighing governance and auditability more heavily as the AI vendor secures top marks across five analyst categories.
Most IT teams are finding AI in service management costs more in training, data cleanup and upkeep than they expected.