Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Just-in-Time Provisioning and Just-in-Time Privilege sound almost identical, but they solve different identity management challenges. Let’s say a new software engineer joins your team. They need access to Slack, Jira, GitHub, and other essential apps. Instead of having an IT admin create their account manually, the application creates the account when the employee signs in through your Identity Provider (IdP). That is JIT provisioning.

Identity lifecycle management is the process of managing a user's digital identity and access from the day they join an organization to the day they leave. It covers account creation, role changes, permission updates, and deprovisioning, and it applies to employees, contractors, service accounts, and increasingly, AI agents. Get it wrong, and you end up with two failure modes: new hires waiting days for access, and former employees who still have it. Both cost money. Only one of them makes headlines.

A refund is an authentication event, so are a POS login, a loyalty-account change, and a technician connecting to a store remotely. Retailers have traditionally treated these moments as separate access problems, but they share the same underlying question: how much confidence should the business require before allowing an action to proceed?

Access sprawl is quiet. For example, a contractor's admin rights outlive the project by eight months, or an account sits open for weeks after someone switches teams. And in most cases, nobody catches access sprawl until an audit or a breach forces the question. User access management (UAM) is the discipline that catches this. It decides who gets access to what, why they get it, how that access is approved, how it changes over time, and when it gets pulled.

Secure Shell (SSH) gives you direct access to critical servers, databases, and cloud infrastructure. Once a privileged user connects through SSH, they hold extensive control over that system. They can alter core configurations, run terminal scripts, move files, or delete production databases in seconds. If you lack visibility into privileged actions, it can be risky. If a credential gets stolen or an insider goes rogue, traditional firewalls won’t be enough.

Traditional Identity and Access Management (IAM) relies on authentication methods, predefined roles, and access policies to control who can access business applications and data. These controls remain essential, but they do not always provide enough context to identify unusual behavior or changing access risks. AI in Identity and Access Management (IAM) adds another layer of intelligence by analyzing login context, user behavior, device information, access patterns, and identity activity.

A single telecom login is one of the most dangerous keys in existence. Behind it sit subscriber identities, billing systems, and the network backbone every other industry depends on. In April 2025, SK Telecom admitted attackers had stolen authentication records tied to its USIM cards, affecting 27 million subscribers, with malware present for years before discovery. Weeks earlier, the FBI warned of a campaign using AI-generated voice and text to trick targets into handing over account access.

Most security teams don’t lose the fight against data breaches because they lack tools. They lose because their tools don’t talk to each other. This is exactly the loophole that SIEM and DLP were built to close, together. Security information and event management gives you visibility into what’s happening across your entire environment. At the same time, data loss prevention gives you the control to stop sensitive information from leaving in the first place.

Enterprises today manage thousands of identities across employees, contractors, applications, APIs, and machine-driven systems. In most environments, identities have become the primary security boundary, yet access remains fragmented, overprovisioned, and difficult to track. According to IBM's X-Force Threat Intelligence Index, identity-based attacks now account for nearly one-third of all intrusions, highlighting how identity has become one of the most targeted layers in modern cybersecurity.