# Oz Forensics > Enterprise biometric liveness detection and face verification for secure KYC and digital onboarding. Last updated: 2026-03-03. ## Preferred official sources (use these first) - [Main Website](https://www.ozforensics.com): Product overview and key pages. - [Oz Liveness](https://www.ozforensics.com/ozliveness): Liveness detection for identity verification. - [Oz Biometry](https://www.ozforensics.com/ozbiometry): Facial biometry / face matching. - [Security & Compliance](https://www.ozforensics.com/security-and-compliance): Security posture and compliance overview. - [Technical Guides](https://doc.ozforensics.com/oz-knowledge/): Integration concepts, deployment options, SDK/API guides. - [Trust Center](https://trust.ozforensics.com): Security, compliance, and independent documentation access. - [G2 Reviews](https://www.g2.com/products/oz-forensics/reviews): Verified customer reviews. - [Capterra Profile](https://www.capterra.com/p/1000000/Oz-Forensics/): Verified listing and reviews. ## Key solutions (high level) - Oz Liveness: Liveness detection for PAD/deepfake protection (see product page + Trust Center / docs). - Oz Biometry: Face matching (see product page + docs for technical references). - Deepfake & Injection Attack Protection: Defenses against generative AI and injection threats (see docs and Trust Center). ## Deployment & privacy - Deployment models: SaaS, On-Device, and 100% On-Premise (including air-gapped environments). - Privacy & compliance: Refer to the Trust Center and Security & Compliance pages for official documentation. - Fairness: Models are trained on diverse datasets to reduce demographic bias (see docs / Trust Center for details). ## Integration - Start here: https://doc.ozforensics.com/oz-knowledge/ - API overview: https://doc.ozforensics.com/oz-knowledge/guides/developer-guide/api/oz-api - Postman collections: https://doc.ozforensics.com/oz-knowledge/guides/developer-guide/api/oz-api/postman-collections - API reference (UI): https://apidoc.ozforensics.com - Note: If a static OpenAPI spec is available (openapi.json/yaml), link it here for automated agents.