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Shadow AI: Unauthorized AI Usage Problem

Shadow AI - sanctioned AI assistant beside an unauthorized shadow AI marked with a forbidden icon

Shadow AI is what happens when an employee signs up for ChatGPT with a work email, pastes a customer list into a free Gemini tab, or asks Copilot to draft a security policy nobody has reviewed. The tool solves a real problem in minutes. The data leaves the building on the way. The security team has no idea it happened. That gap is the core of the shadow AI problem, and it is growing faster than any governance framework in place.

Preparing Employees for ISO 27001 Audits

ISO 27001 awareness training diagram showing an ISMS policy document beside an audit readiness checklist.

A new auditor sits across from a customer-success manager and asks one question: “Where would you find the acceptable-use policy for email?” The manager stares at the screen, opens the intranet, and quietly admits she is not sure which of three documents is current. Her company is halfway through an ISO 27001 Stage 2 audit.

This conversation repeats, in slightly different forms, at every ISO 27001 certification. It is not a compliance failure. It is an awareness failure, and it costs organizations real certifications when auditors decide the information security management system exists on paper but not in practice.

RansomLeak vs KnowBe4 Comparison

Side-by-side comparison of RansomLeak interactive 3D simulations versus KnowBe4 video content library for security awareness training

RansomLeak and KnowBe4 both sell security awareness training, but they teach in almost opposite ways. KnowBe4 runs the largest video-and-quiz library on the market, paired with a mature phishing simulation engine. RansomLeak runs interactive 3D simulations where employees practice handling attacks instead of watching them. This comparison covers content, pricing, AI threat coverage, SCORM, and who each platform fits.

Updated April 2026.

Detecting Deepfake Video Calls in Real Time

Split-screen video call showing a real person and a deepfake impersonator with detection overlay flagging synthetic regions

Your CFO joins a Zoom call and asks the finance team to wire $25 million. The face looks right. The voice matches. Forty minutes later, the real CFO finds out nothing was scheduled. The Arup fraud in early 2024 unfolded exactly this way because detection did not save them. No Zoom plugin flagged the deepfake. No audio analyzer caught the clone.

The obvious question follows: can AI detect deepfake video calls in real time? And if the tools exist, why did Arup lose $25 million?

Is SCORM Still Relevant in 2026?

SCORM standard timeline from 2000 to 2026 showing continued enterprise LMS dominance despite newer standards

SCORM turns 25 this year. The standard has been declared dead at least once every two years since 2015, and every time, the corporate LMS market responds by continuing to ship it as the default option.

If you are evaluating a training platform in 2026, the SCORM question is real. You want to know whether the format will still be supported five years from now, whether newer standards like xAPI or cmi5 offer meaningful advantages, and whether your LMS can actually read them.

The short answer: SCORM is not dead, not replaced, and not going anywhere in the enterprise training stack this decade. The longer answer has caveats.