Batuta's service teams, IT managers and solution engineers spend significant time manually writing scripts to detect and remediate endpoint vulnerabilities and deploy technologies. Script development requires both deep technical expertise and situational awareness, creating a bottleneck. To scale, the business must boost productivity by five times without increasing headcount or compromising security. Solution: Magic scripts convert natural language instructions (e.g. “block port 445”) into safe, executable code, enabling rapid containment and remediation. The system is context-aware, adapting scripts to the active module. For example, compliance modules generate read-only scripts, while remediation modules produce scripts that enforce controls. Scripts are tailored to the target operating system (OS) and environment, accounting for platform constraints. Built-in safety checks prevent harmful actions (e.g. disk wiping or the disabling of security tools), with user approval required for sensitive operations.