Timothe Toulain

A blunt reality check for financial institutions transitioning from checklist compliance to operational maturity. It’s been over a year since the Digital Operational Resilience Act (DORA) became fully applicable. For many financial institutions, 2025 was a year of frantic patching, manual spreadsheet mapping, and "checking the box" to meet the deadline. But as we settle into 2026, a new crisis is emerging: Resilience Debt. What is Resilience Debt? Just like "Technical Debt" in software...

A pragmatic guide to turning employee-driven telemetry blind spots into manageable, secure visibility. In the past, "Shadow IT" meant an employee bringing their own laptop to the office or installing an unauthorized piece of software to get their work done. Today, that trend has evolved into something much faster and more difficult to track: Shadow AI. At CyberSift, one of our motto is "you can't protect what you can't see." Shadow AI isn't just a policy violation; it's a massive telemetry...

The most significant vulnerability in the age of Artificial Intelligence isn't necessarily a flaw in the code, it’s a flaw in the information. Because AI models are built on vast amounts of data, their reliability depends entirely on the integrity of that input. This has given rise to a calculated method of attack known as data poisoning, where adversaries subtly subvert an AI’s learning process to control its outcomes. Unlike a traditional hack, data poisoning doesn't require a forced entry...