Infrastructure monitoring stories
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.
The release aims to ease log searching and dashboard management as engineering teams wrestle with rising telemetry volumes and system complexity.
Businesses running AI workloads on Kubernetes are wasting costly graphics processors, with Cast AI finding average GPU utilisation of just 5%.
Analysts can now triage threats and trace outages from inside AI tools, as Elastic’s public preview cuts dashboard switching.
The new tools aim to help firms spot faulty AI outputs and data risks sooner as production deployments outpace monitoring methods.
The deal gives LogicMonitor wider reach in Australia and New Zealand as it seeks customers for observability tools without building large local teams.
Rising AI and cloud traffic is pushing demand for tools that can spot threats and performance issues across hybrid networks, IDC says.
Checkout attacks and traffic spikes are being absorbed automatically, helping Blackpepper keep retail sites online and revenue flowing.
Greater survey capacity is set to ease global cable installation campaigns as OMS Group adds another uncrewed vessel to its fleet.
The software aims to curb AI job failures and GPU waste as enterprises push agentic workloads into production on Nutanix systems.
IT teams could spot outage risks sooner as Freshservice now continuously maps cloud, hybrid and on-premises assets and dependencies.
Rising AI traffic and hybrid cloud complexity drove deep observability revenue up 18% last year, with Gigamon holding 51% of the market.
The move underlines New Relic's push to defend its Japanese lead as local headcount rises and a data centre is planned.
Rising AI and hybrid cloud traffic is fuelling demand for tools that spot security blind spots, with the market growing 18 per cent in 2025.
Security teams risk missed attacks and slower investigations unless AI can see network traffic in motion across hybrid cloud environments.
Boards across software are seeking directors with AI and governance expertise as New Relic adds Wendi Sturgis to oversee its next phase of growth.
Most operators fear the UK is unready for AI growth, with weak testing, ageing kit and outages exposing infrastructure gaps.
A single managed platform has eased pressure on Dubber's lean engineering team as it scales observability across more than one million daily calls.