Lupovis is a SaaS Deception as a Service platform that provides precise threat identification with a reduced alert-to-noise ratio. The platform, also known as Lupovis Snare, uses artificial intelligence to detect and respond to cyber threats. It deploys realistic traps, decoys, and deceptive assets within networks to integrate with existing security infrastructure. Lupovis enhances traditional honeypots by offering a customized narrative tailored to the environment, strategically placing decoys that provide breadcrumbs to entice and detect threats. The platform raises high-fidelity alerts for immediate response when an adversary interacts with the deceptive elements. It characterizes adversaries in real-time, matching interactions against a global repository to provide accurate information about the threat actors an organization is facing. Lupovis serves as an early warning system by detecting intelligent movement within the network, allowing defenders to identify and address weaknesses in their defenses against potential or further cyber breaches.