Telemetry stories
Pressure is mounting on platform teams to prove AI can cut outage risk and costs without adding fresh complexity to production systems.
Businesses racing to scale AI could slash cloud bills after the tool exposed idle GPUs, bottlenecks and waste across workloads.
Businesses are turning to observability software to govern AI traffic and secure hybrid systems, as IDC sees the market rising to USD $4.39 billion by 2029.
Rising AI infrastructure bills are pushing teams to hunt for idle chips and bottlenecks, as GPUs account for 14 per cent of compute costs.
Its new fabric promises lower latency and more bandwidth for training, as Google links up to 134,000 TPU 8t chips across sites.
The split design could help firms train larger AI models faster while cutting costs and response times for production workloads.
The new tools aim to help firms spot faulty AI outputs and data risks sooner as production deployments outpace monitoring methods.
Fraud teams can now feed mobile threat histories into server-side checks as Appdome expands IDAnchor with risk APIs and persistent identifiers.
The funding will help the stealth start-up scale real-time defence as enterprises face faster, AI-driven attacks and rising security costs.
Engineering teams are still losing two working days a week to debugging, as lack of production visibility leaves AI fixes hard to trust.
Customers stand to gain tighter control of telemetry as Dynatrace adds Bindplane’s data-routing tools to cut costs and manage compliance.
Engineering teams could use the new system to cut incident toil, as NeuBird AI expands into preventive risk detection and optimisation.
Rising identity-based attacks and exposed cloud services are forcing Australian organisations to rethink security assumptions as threats accelerate.
Rising AI traffic and hybrid cloud complexity drove deep observability revenue up 18% last year, with Gigamon holding 51% of the market.
It aims to cut ransomware downtime by giving organisations a live map of assets and dependencies drawn from more than 60 data sources.
Enterprises racing to deploy AI tools are risking sensitive data leaks unless security moves from discovery to runtime protection, F5 and Forcepoint say.
Managed service providers could spot missing protections and wasted licences sooner as the new engine pulls data from existing security tools.
Unsanctioned AI use is racing ahead of oversight, while many regulated organisations still leave endpoints outdated, unencrypted or unstable.
New Relic secures a third consecutive Leader ranking in IDC's Worldwide AIOps 2026 assessment, highlighting its AI-led observability tools.
LevelBlue deepens ties with SentinelOne in a global pact to deliver unified AI-driven MDR, SIEM and incident response services.
