Application infrastructure stories
Businesses need a single view of AI agents as their access and ownership can change in real time across cloud and internal systems.
Users can now route AI and HPC jobs across five clouds and on-premises through one workflow, cutting rebuilds and manual reconfiguration.
AI-written database changes can now be checked and traced before deployment, as Liquibase Secure 5.2 targets production risk and audit gaps.
The in-house platform is meant to lower AI inference bills by 20-30% and trim data-centre power use as Zoho tightens control over its stack.
Pay by Bank providers face rising pressure to win digital payments share as Token.io adds a veteran engineer to its leadership team.
The expanded programme could cut unplanned downtime across more than 13,000 monitored assets as AI shifts from alerts to fixing faults.
The rollout aims to help customers tame rising AI-driven complexity as Datadog adds autonomous monitoring, security and agent oversight tools.
Security teams may get a single set of controls for AI agents across clouds as Aviatrix enforces Microsoft policy rules at network level.
Customers with data-heavy workloads can now buy compute, connectivity and storage from one provider, avoiding egress fees and internet bottlenecks.
Enterprises could cut AI infrastructure deployment from weeks to hours as the new Cisco-only platform automates planning, governance and rollout.
Cloud security teams can now map AWS estates without metered costs rising as visibility improves, easing budget pressure on larger organisations.
FinOps teams are struggling to assign the bulk of agentic AI costs, as token fees often pale beside APIs, data and human review work.
The tie-up seeks to help firms turn AI pilots into live systems, with 5,000 experts trained and hundreds of agents planned.
Lower power use and total cost of ownership are central to Zoho's new server, aimed at cutting AI inference costs and tightening data control.
The UK lab trial aims to slash AI power use and cut accelerator idle time as demand for inference strains data centre networks.
The capital's lead in AI use may widen Britain's productivity divide, with many regional firms lacking the data and cloud basics to scale.
Growing demand for governed AI in regulated sectors has helped the London-based start-up secure six enterprise customers in three months.
Higher hardware prices and longer lead times are pushing Australian firms towards private cloud for steadier costs and onshore data control.
Better visibility over outages and latency should help PointsBet protect live-betting customers as it unifies telemetry across its platform.
Ottawa's five-year push aims to lift adoption, create 250,000 AI jobs and curb the talent drain as Canada races to catch up.