As enterprises move from AI experimentation to production deployments, questions around data consistency, governance, and scalability are becoming increasingly important. Many organizations have invested heavily in modern data platforms, yet AI systems still struggle to deliver reliable outcomes when business context is fragmented across tools and datasets. Pratik Jain, Senior Director of Technology at Kyvos…
Tag: production
AI, Apps, Cloud Security, Global Security News
Companies built AI into core systems before figuring out how to govern it
70% of organizations use GenAI in live environments, and 64% have AI agents in pilot or production deployments. Some of those agents have privileged access to core systems, according to Check Point’s 2026 Cloud Security Report. Confirmed and suspected AI incidents (Source: Check Point) Production AI expands the enterprise attack surface Security architectures built around…
Apps, Global Security News
Microsoft Self-Service Password Reset abused in Azure data theft attacks
A threat actor targeting Microsoft 365 and Azure production environments is stealing data in attacks that abuse legitimate applications and administration features. […]
AI, Global Security News
Why Agentic AI Is Security’s Next Blind Spot
Agentic AI is already running in production environments across many organizations today. It is executing tasks, consuming data, and taking actions — most likely without meaningful involvement from the security team. The industry conversation has largely framed this as a question of policy: allow it, restrict it, or monitor it? However, that framing misses the…
AI, Apps, Global Security News
HEIDI: Free IDE security plugin for open-source vulnerability checks
Open-source dependencies make up a large percentage of the code in production applications, and most vulnerability checks still run late in the pipeline, inside CI/CD systems or after a release ships. Meterian is moving those checks earlier with HEIDI, a free plugin for Visual Studio Code and JetBrains IDEs that flags vulnerable packages and offers…
AI, Apps, Global Security News
Multi-model AI is creating a routing headache for enterprises
Application teams are moving AI inference into production systems that support business operations. Enterprises are expanding traffic management, identity controls, observability, and routing systems for multiple AI models and environments. F5’s 2026 State of Application Strategy Report found that 78% of organizations operate their own inference services and 77% identify inference as their primary AI…
AI, Global Security News
Cursor AI Agent Wipes PocketOS Database and Backups in 9 Seconds
PocketOS founder says Cursor AI agent deleted its production database in 9 seconds after misusing a root API token, exposing major Railway security flaws.
AI, Compliance, Global Security News, Risk Management
Microsoft Urges Partners to Operationalize Copilot, Agents
Microsoft’s tone around AI is starting to change. The emphasis now is on getting systems into production and keeping them running in a way businesses can manage. Microsoft pushes partners and customers toward the next frontier This sentiment is expanded upon in a recent blog from chief partner officer Nicole Dezen, who frames Microsoft’s next…
AI, Global Security News
Why ANZ Enterprises Need Better Agent-to-Agent Communication
GUEST OPINION: As enterprises move AI from experimentation to production, they face a growing connectivity and governance challenge. Organisations no longer route prompts to a single LLM, but orchestrate complex systems where agents communicate with external tools via MCP and collaborate with other agents using emerging agent communication protocols, such as Agent to Agent (A2A).
AI, APAC, Global Security News
In the Rush to Scale AI, Operational Limits Are Emerging, Datadog Report Finds
Nearly 1 in 20 AI requests fail in production as capacity limits become the primary bottleneck to scaling AI reliably
Global Security News
Merging Technologies Announces Pyramix 16
A Leap Forward in Musical Production, Precision, and Workflow Efficiency
AI, Global Security News
Financial groups lay out a plan to fight AI identity attacks
Generative AI tools have brought the cost of deepfake production low enough that criminals and state-sponsored actors now use them routinely against financial institutions. A joint paper from the American Bankers Association, the Better Identity Coalition, and the Financial Services Sector Coordinating Council lays out the scale of the problem and calls on federal and…
Global Security News
A nearly undetectable LLM attack needs only a handful of poisoned samples
Prompt engineering has become a standard part of how large language models are deployed in production, and it introduces an attack surface most organizations have not yet addressed. Researchers have developed and tested a prompt-based backdoor attack method, called ProAttack, that achieves attack success rates approaching 100% on multiple text classification benchmarks without altering sample…
AI, Cloud Security, Global Security News
Who owns AI agent access? At most companies, nobody knows
AI agents are operating across production enterprise environments at scale, and the identity infrastructure managing their access has not kept up with their deployment. A January 2026 survey of 228 IT and security professionals, conducted by the Cloud Security Alliance, finds that the majority of organizations have AI agents active in core systems, with fragmented…
AI, Global Security News
The Agent Trust gap: What Our Research Reveals About Agentic AI Security
Discover why 85% of organizations are exploring agentic AI, yet only 5% are in production. Learn how to bridge the agent trust gap with robust security.
Cybersecurity, Global Security News
6 High-Quality Print Production Capabilities Every Branding-Focused Company Should Offer
In this post, I will show you 6 high-quality print production capabilities every branding-focused company should offer. If you’re a branding-focused company, you already know that how your materials look can make or break the impression you leave with your audience. Print production is more than getting your marketing materials out there; it’s about making…
AI, Apps, Global Security News
AI coding agents keep repeating decade-old security mistakes
Coding agents are now writing production features on real development teams, and a new report from DryRun Security shows that those agents introduce security vulnerabilities at a high rate across nearly every type of application they build. “AI coding agents can produce working software at incredible speed, but security isn’t part of their default thinking,”…
AI, Data Breaches, Exploits, Global Security News, Risk Management
Agent-to-Agent Attacks Are Coming: What API Security Teaches Us About Securing AI Systems
AI systems are no longer just isolated models responding to human prompts. In modern production environments, they are increasingly chained together – delegating tasks, calling tools, and coordinating decisions with limited or no human oversight. Almost all that communication happens through APIs. This shift offers enormous productivity benefits. But it has also complicated security. Because…
AI, Compliance, Cybersecurity, Data Breaches, Exploits, Global Security News, malware, Network Security, Risk Management
The OT security time bomb: Why legacy industrial systems are the biggest cyber risk nobody wants to fix
When I first secured a production line, part of the control system was still running on an unpatched Windows XP machine tucked under a lab table — right next to the state-of-the-art GMP manufacturing setup that produced millions in value every day. Everyone knew that the system was a risk, but no one was willing…
AI, Global Security News
AI went from assistant to autonomous actor and security never caught up
Enterprise AI deployments have shifted from pilot programs to production systems handling customer data, executing business transactions, and integrating with core infrastructure. That has exposed a significant gap between what AI agents can do and what security teams can observe or control. A briefing published by the AIUC-1 Consortium, developed with input from Stanford’s Trustworthy…
AI, Global Security News, Risk Management
6 Ways Agentic AI Changes How Systems Act and Adapt
Learn how agentic AI changes system behavior in production environments through supervised fine-tuning, structured oversight, and lifecycle governance to improve reliability, manage risk, and support accountable deployment.
Global Security News
Apple Plans to Manufacture Mac Mini in Houston
The company will move some production of the desktop computer to a Foxconn facility in Texas.
AI, Apps, Global Security News, Network Security, Risk Management
Agentic AI Scales, SecOps Races to Catch Up
Agentic AI is moving from pilot to production inside enterprise IT, but security operations teams are still catching up to the risks introduced by autonomous, tool-using systems. Agentic AI demand grows as security and IT teams grapple with complexity According to McKinsey’s State of AI 2025 report, 23% of organizations say they are already scaling…
AI, Global Security News
Ubuntu 24.04.4 LTS arrives with cumulative security and bug fixes
Security teams running Ubuntu in production often delay major OS upgrades until the next point release arrives with accumulated patches and newer hardware support. Ubuntu 24.04.4 LTS is now available as refreshed installation media for Noble Numbat, bundling the latest updates and offering a current hardware enablement stack for new deployments. Support and update focus…
AI, Compliance, Global Security News, Running an MSP
Q&A: How MSPs are Unlocking New Opportunity with Blockchain
As enterprises move from blockchain pilots to production deployments, MSPs are reassessing how the technology fits into their 2026 service strategies. In this Q&A, Cosmos Labs co-CEO and co-founder Barry Plunkett breaks down where demand is forming—from regulated tokenization projects to blockchain infrastructure operations—and how MSPs can turn scarce expertise into durable, recurring revenue. How…