Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Author: Alexander Ivanyuk, Senior Director, Technology Generative AI is no longer a side experiment inside businesses. It is moving into normal work: writing, summarizing, coding, research, customer support, internal search and repeatable workflows. OpenAI says it now serves more than one million business customers, more than seven million ChatGPT workplace seats, and roughly 8x growth in weekly enterprise messages since November 2024.

For years, Privileged Access Management (PAM) was built around a simple assumption: privileged access is primarily a human problem. That assumption is rapidly collapsing. Modern enterprises are no longer driven mainly by administrators logging into servers. They are increasingly powered by APIs, containers, automation pipelines, microservices, cloud workloads, and AI-driven systems communicating continuously at machine speed.

Shopify is deprecating Legacy Customer Accounts, and if your store relies on custom login flows, B2B approvals, or third-party integrations, the impact goes further than a login page redesign. While the platform move is mandatory, the priority for any merchant is maintaining continuity across logins, onboarding, and the connected systems that keep the business running. This guide walks you through the transition in a structured way.

Passwords have been the foundation of authentication for decades. But they have also become one of the biggest weaknesses in modern security. Users reuse them, attackers steal them, and organizations spend significant time managing them. As systems grow more complex and threats become more advanced, relying on passwords alone is no longer practical. This is where passwordless authentication comes in.

In the ever-evolving cybersecurity landscape, managing access and mitigating risk across complex enterprise environments has never been more critical. The latest KuppingerCole Leadership Compass for Business Application Risk Management has officially recognized One Identity as an Overall Leader. This distinction underscores the One Identity commitment to providing robust, scalable solutions for today’s diverse and difficult IT security infrastructures.

Security leaders don't struggle to justify the need for insider risk management (IRM). They struggle to justify the budget. When the CFO or board asks why you're spending seven figures on a program to monitor your own employees, "because insider threats are real" isn't enough. Cyberhaven data shows office-based employees are 77% more likely to exfiltrate sensitive data than remote workers, and that risk spikes further during offsite logins and workforce transitions.

PCI DSS compliance is not something you can be flippant about. The Payment Card Industry Data Security Standard is a high bar, and it’s one that is effectively mandatory for any business that wants to accept credit card payments, no matter how little engagement with the systems you have. Any security standard is only as good as its enforcement. PCI strictly enforces its standards because it’s a core foundation of the trust people have in credit cards.

OpenAI recently introduced Daybreak, a cybersecurity initiative designed to apply frontier AI models to vulnerability discovery, secure code analysis, and earlier remediation across the software lifecycle. By combining advanced reasoning and planning capabilities, Daybreak aims to help organizations identify and address weaknesses before they reach production. This is a meaningful step forward, but it is also a continuation of a long-standing approach.

Modern security environments generate enormous volumes of telemetry. Authentication events from identity platforms, API activity from cloud services, endpoint security logs, email interactions, and network traffic can all flow into centralized systems. For most organizations, the challenge is no longer data collection. The real problem is extracting meaningful insight from that data without overwhelming analysts or introducing operational friction.

It usually starts the same way. The CISO comes back from a board meeting having signed off on agentic AI for production. The SOC lead is told, in roughly that many words, to build detection for the agents. And the security stack she has — CNAPP for posture, EDR on the nodes, container runtime sensors, a SIEM ingesting everything — was architected before AI agents existed as a workload class.