Resources
Guides, references, and insights to help you build better with device intelligence.
Documentation
Device Identification SDK setup, bot detection configuration, signal tuning, and cloud deployment guides. Framework-specific docs for React, Next.js, Vue, Angular, and Cloudflare Workers.
Browse DocumentationBlog
Engineering deep dives from the tracio.ai team: identification architecture, Rust signal pipeline architecture, headless browser detection, and ClickHouse analytics at scale.
Webhooks
Receive every identification event server-side in real time: signed webhook payloads (visitor ID, bot verdict, geo, network flags, decision), HMAC signature verification, retries, and idempotency.
View WebhooksCase Studies
How teams use Device Identification and Bot Detection: 92% payment fraud reduction in e-commerce, credential stuffing blocked at the edge in fintech, and multi-account abuse eliminated in SaaS — all with zero third-party data sharing.
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