Artificial Intelligence is reshaping how software is built. From automating boilerplate tasks to accelerating delivery timelines, AI-powered coding assistants like GitHub Copilot and ChatGPT-based tools are becoming indispensable in modern development.

No system is immune to flaws. In cybersecurity, these weaknesses a.k.a. vulnerabilities, can be in software, hardware, or processes. Hackers thrive on using technology in ways it was never intended, chaining small flaws together to create unexpected, high-impact outcomes.

Many organizations today invest heavily in cybersecurity tools: firewalls, EDR, SIEMs, DLPs. Yet 61% of security leaders still report breaches due to misconfigured or failed controls.

Organizations today face a relentless onslaught of cyber threats: ransomware paralyzing operations, phishing emails fooling even the most cautious employees, and insiders exploiting their access to sensitive data. In this environment, simply defending the perimeter isn't enough. Cyber resilience demands a proactive, real-time approach to identifying and neutralizing threats before damage is done.