Anthropic has introduced "Inference Hooks" for Claude Enterprise, a new capability that allows organizations to route every prompt through their own AI security servers before it reaches the model. This feature, announced on August 5, 2026, enables companies to enforce data loss prevention (DLP) policies by allowing or denying prompts based on verdicts from their security infrastructure. The system supports integration with existing DLP tools and offers rollout controls like shadow mode and percentage-based inspection, with plans to extend enforcement to tool results and model responses in the future. AI
IMPACT Enhances enterprise AI governance by allowing custom security policies to be enforced before prompts reach LLMs.
RANK_REASON This is a new feature for an existing enterprise product, not a new frontier model release.
- AI security server
- Amazon Bedrock
- Anthropic
- Claude Code
- Claude Cowork
- Claude Enterprise
- Google Cloud
- Hugging Face
- Inference Hooks
- Netskope
- Palo Alto Networks
- Proofpoint
- Zscaler
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