Compare CaseScan vs. Preamble in 2026

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Description

CaseScan is an advanced platform utilizing AI for content detection targeted at online platforms, Trust & Safety teams, and law enforcement agencies. This innovative tool merges deep-learning techniques for image and video analysis with both exact and perceptual hashing methods to identify known CSAM, as well as previously unidentified CSAM, AI-generated content, and altered sexual imagery. For online service providers, CaseScan offers a comprehensive API and SDK that seamlessly integrates into various aspects of their operations, including uploads, storage solutions, streaming services, avatar management, and chat functionalities. The results generated from detection processes can facilitate automated blocking, enable human review, trigger escalations, assist in takedown procedures, and enhance reporting mechanisms. Additionally, CaseScan is designed with a cloud-native, auto-scaling architecture that adheres to a strict zero media retention policy during the scanning of content. In the context of law enforcement, CaseScan acts as both a field and laboratory triage tool, aiding investigators in the identification and prioritization of suspected CSAM found on confiscated devices, including content that has not been previously cataloged. This system can function independently without the need for internet connectivity or access to external databases, and it incorporates protective features for investigators, such as automatic image blurring to maintain anonymity and safety. By providing these capabilities, CaseScan enhances both preventative measures and investigative efficiency in the fight against online exploitation.

Description

Preamble democratizes a safety and security layer for generative AI systems. Our comprehensive platform and AI policy marketplace allow organizations, domain experts, and all stakeholders to curate shared values and deploy generative AI guardrails that integrate ethics, maintain security, comply with policies, and mitigate risk. Beyond applying values to AI, Preamble provides AI red-team tools to continuously improve safety guardrails.