Documented neutralization of sophisticated fraud clusters across global ad-inventories.
Scenario: Analysis of high-volume programmatic spend within the Smart Home ecosystem.
Discovery: Our Sentinel Engine identified 12,400+ emulated mobile devices masking as premium smartphones. Legacy verifiers bypassed. 14.2% budget leakage identified.
IMPACT: +22% ROMI INCREASE AFTER DISINFECTION
Scenario: Lead-generation campaign for a global dating platform.
Discovery: Identification of LLM-driven botnets engaging in multi-turn dialogues to simulate human retention metrics. Automated detection of "Neural Fatigue" patterns.
IMPACT: 31% INCREASE IN CONVERSION QUALITY
Scenario: Multi-region launch of Smart Home devices (Aqara ecosystem).
Discovery: Uncovered decentralized mobile farms using clean residential IPs. Hardware-attestation layer revealed 9% of traffic originated from headless emulators.
IMPACT: PREVENTED $140,000/MONTH IN FRAUDULENT SPEND