Telemetry stories
Rising use of desktop AI tools on managed Macs is forcing IT teams to tighten controls, reporting and compliance oversight across devices.
The deal aims to help boards turn cyber data into clearer risk reporting as firms face pressure to prove controls reduce exposure.
Supplier breaches are amplifying disruption, with ransomware incidents in Europe rising 55.1% year on year in the first four months of 2026.
Remote responders and field teams gain a faster way to restore communications where fixed networks are absent or damaged.
The deployment could speed up incident response across Nebius's GPU-heavy AI cloud, where outages can leave costly compute idle and affect customers.
Most disruptions clear in minutes, but a small number of long outages can still leave sites unreachable for hours and mask real downtime.
A malicious CSV upload gave an intruder root access to a Cisco SD-WAN management system at a communications provider, Mandiant said.
The offer gives early-stage AI startups free monitoring and engineering support as software failures can quickly damage customer trust and funding prospects.
Rising AI data volumes are forcing observability vendors to rethink pricing and storage as Tsuga wins fresh backing to keep telemetry in-house.
Critical infrastructure operators face a new AI defence as EmberAI is designed to speed OT threat triage amid rising cyberattack risk.
Businesses running AI agents may now route incident response and observability data through New Relic's new tools, aimed at cutting operational toil.
Data centres and research labs could cram larger AI models and simulations in memory, with Dell's new rack scaling to 144 GPUs per rack.
Teams under pressure from AI-driven telemetry growth can now query logs in object storage without indexing, cutting storage and search costs.
Enterprises wrestling with AI workload failures and infrastructure bottlenecks may use the new tool to automate incident response and service assurance.
IT teams on Apple fleets can now set rules, spot unsanctioned tools and generate compliance reports as AI use spreads across Macs.
Rising AI workloads are pushing more firms towards managed monitoring as operational complexity and telemetry costs make self-hosted tools harder to justify.
Production data will now sit inside Kiro, helping engineers test AI-generated code before release as New Relic tops USD $1 billion in AWS sales.
Remote crews in emergency and mission-critical settings can now share satellite-backed connectivity across larger field teams, Contrivian said.
Software teams could catch regressions before release as the new verifier checks pull requests against live production behaviour inside existing workflow tools.
Fragmented enterprise data is slowing AI rollouts, and the new software aims to find, classify and govern it across mixed systems.
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