Inspiration

• The rising number of cyber attacks despite traditional security tools that react after damage is done.

• Real-world incidents where small organizations suffered heavy losses due to late threat detection.

• The need for an intelligent, proactive security system that predicts risks instead of only responding to breaches.

• The potential of AI and machine learning to identify hidden attack patterns humans often miss.

• Our belief that cybersecurity should be preventive, accessible, and smart — not complex and expensive.

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