CUJO AI Device Intelligence is a network device identification and classification platform designed for network operators and telecommunications providers. The platform automatically detects and classifies all devices connected to a network — capturing make, model, operating system, and behavioral attributes — without requiring user input or software installed on the device itself. It resolves randomized MAC addresses to unique device identities and provides real-time, granular visibility into connected devices. Key operational metrics include coverage of over 60 million premises, contextualization of over 3.5 billion devices, classification of over 95% of devices in under 5 minutes, and support for over 60,000 unique device models, with 1,000+ new models added per quarter. The underlying identification engine uses machine learning trained on a large real-world dataset. Device data is surfaced via a flexible API and supports real-time data export at scale, enabling integration into network operations and business intelligence workflows. Use cases include: - Network visibility and device inventory for operators - Customer care enablement: providing device context to support teams to reduce handling time and improve first-call resolution - Upsell and service targeting: using device data to identify relevant service offers per household - Device onboarding and self-service troubleshooting for end consumers The platform supports all major CPE (Customer Premises Equipment) architectures through a single agent shared across CUJO AI services.