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Companies spread AI across multiple models amid failures
Security Information and Event Management

Companies spread AI across multiple models amid failures

Production AI is straining as 5% of model requests fail and almost 60% of those errors stem from capacity limits.

By Catherine Knowles • 4 min read • Wed, 22nd Apr 2026
Datadog says AI failures stem mainly from capacity limits
DevOps

Datadog says AI failures stem mainly from capacity limits

Capacity limits are now behind nearly 60 per cent of AI production failures, risking outages and higher costs as usage scales.

By Mark Tarre • 4 min read • Wed, 22nd Apr 2026
Anthropic limits Claude Mythos over AI hacking fears
DevOps

Anthropic limits Claude Mythos over AI hacking fears

Financial regulators are alarmed after Anthropic said Claude Mythos can uncover software flaws at machine speed, raising bank security risks.

By Kaleah Salmon • 5 min read • Wed, 22nd Apr 2026
Exclusive: Grafana Lab's Jen Villa on targeting the AI observability gap
Unified Communications

Exclusive: Grafana Lab's Jen Villa on targeting the AI observability gap

The new tools aim to help firms spot faulty AI outputs and data risks sooner as production deployments outpace monitoring methods.

By Jake MacAndrew • 4 min read • Wed, 22nd Apr 2026
SnapLogic adds AI gateway to push agents into work
Marketing Technologies

SnapLogic adds AI gateway to push agents into work

Many firms are failing to turn AI trials into production systems, with poor controls and weak data forcing almost half of projects to stall.

By Kaleah Salmon • 3 min read • Fri, 17th Apr 2026
Adeptia Automate 5.2 adds AI access to integrations
DevOps

Adeptia Automate 5.2 adds AI access to integrations

AI assistants can now query live workflow status and diagnostics, reducing reliance on dashboards for regulated firms using Adeptia's software.

By Sofiah Nichole Salivio • 3 min read • Mon, 13th Apr 2026
Virtana launches AI observability for Nutanix environments
Virtualisation

Virtana launches AI observability for Nutanix environments

The software aims to curb AI job failures and GPU waste as enterprises push agentic workloads into production on Nutanix systems.

By Catherine Knowles • 4 min read • Fri, 10th Apr 2026
Oracle launches agentic apps across Fusion Cloud suite
Customer Relationship Management

Oracle launches agentic apps across Fusion Cloud suite

The rollout pushes Oracle deeper into AI-driven automation, as the new tools aim to cut manual hand-offs across finance, HR, supply chain and CX.

By Mark Tarre • 5 min read • Fri, 10th Apr 2026
ServiceNow makes AI standard across entire platform
Digital Transformation

ServiceNow makes AI standard across entire platform

Customers will no longer need separate AI purchases as every ServiceNow product now bundles automation, governance and data tools by default.

By Sean Mitchell • 4 min read • Fri, 10th Apr 2026
Aria launches Deep Networking platform with USD $125 million
Network Infrastructure

Aria launches Deep Networking platform with USD $125 million

The funding backs a push into AI data centres, where better network control could lift model utilisation and cut token costs.

By Karen Joy Bacudo • 4 min read • Thu, 9th Apr 2026
Why the next phase of AI adoption will be determined less by models and more by data foundations
Hybrid Cloud

Why the next phase of AI adoption will be determined less by models and more by data foundations

Enterprises scaling AI are finding that reliable, real-time data pipelines and governance now matter more than model choice for ROI and control.

By Will LaForest • 6 min read • Tue, 7th Apr 2026
Cloud security experts warn of control plane risks
Firewalls

Cloud security experts warn of control plane risks

Rising automation and data growth are exposing cloud users to identity drift, hidden telemetry gaps and fragmented defences.

By Mark Tarre • 4 min read • Fri, 3rd Apr 2026
F5 & Forcepoint come together to secure enterprise AI
Data Protection

F5 & Forcepoint come together to secure enterprise AI

Security teams face a wider gap as enterprise AI moves into production, with data governance and runtime controls often managed separately.

By Catherine Knowles • 4 min read • Thu, 2nd Apr 2026
Progress adds AI search & personalisation to Sitefinity
Customer Experience

Progress adds AI search & personalisation to Sitefinity

Customers can now get tailored content and AI search in Sitefinity, as Progress adds governed personalisation and conversational tools.

By Catherine Knowles • 3 min read • Wed, 1st Apr 2026
Gigamon takes 51 per cent of deep observability market
Virtualisation

Gigamon takes 51 per cent of deep observability market

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.

By Sean Mitchell • 4 min read • Wed, 1st Apr 2026
Codenotary launches AgentMon for AI agent oversight
Data Protection

Codenotary launches AgentMon for AI agent oversight

Enterprises deploying agentic AI are getting a new tool to spot data leaks, policy breaches and runaway costs before they spread.

By Catherine Knowles • 3 min read • Wed, 1st Apr 2026
Gartner sees explainable AI boosting model oversight
DevOps

Gartner sees explainable AI boosting model oversight

Greater scrutiny of generative AI is set to push observability spending up as companies seek to prove outputs are accurate and traceable.

By Joseph Gabriel Lagonsin • 4 min read • Tue, 31st Mar 2026

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AI observability stories