Organizations are rapidly bringing AI into everyday work, and sensitive data is moving with it through prompts, uploaded files, generated outputs and autonomous workflows. Until recently, though, what happened inside those AI interactions remained largely invisible to enterprise security and data governance programs. As AI adoption scales, that visibility gap has become one of the most urgent problems in securing enterprise use. Palo Alto Networks is changing that with an integration to Anthropic’s Compliance API. Through the Claude Compliance API and Cortex Cloud Data Security Posture Management (DSPM), organizations will be able to gain deep visibility into how sensitive data is being used inside Claude Enterprise, enabling a fundamentally new approach to securing enterprise AI usage. The Risk Hiding Inside Everyday AI Workflows Traditional data security tools monitor data at rest and in motion across storage, SaaS and networks. They weren’t built to understand what happens inside AI conversations. Enterprise use of AI, however, has moved faster than the control model. Employees now interact with AI systems as working partners. They paste sensitive data into prompts, upload internal files and generate new content at scale. Each interaction can create a new layer of enterprise data exposure, yet most organizations have limited visibility into what’s being shared or produced. A developer pastes proprietary source code into Claude to debug a function. A finance analyst uploads a confidential forecast for a summary. An HR partner shares employee data to draft internal communications. None of these users are acting maliciously, but each interaction can expose data in ways the organization may not see. The risks that follow are concrete: Intellectual property leaving the organization through AI prompts Regulated data such as PII and PHI being shared in ways that create compliance exposure Prompt injection attacks designed to manipulate AI behavior or extract data Unauthorized or anomalous usage patterns that signal account compromise Without visibility into Claude interactions, organizations are trying to secure an AI environment already operating inside the business. What Claude Compliance API Makes Possible The Claude Compliance API gives enterprises something they haven’t had before — programmatic visibility into AI interactions. With this access, organizations can inspect conversation content, uploaded files, generated outputs and behavioral activity inside Claude at enterprise scale. AI interactions become governable security and compliance events rather than activity hidden outside existing controls. Built on Palo Alto Networks market-leading DSPM foundation and heritage in data security innovation, Cortex Cloud DSPM transforms this entirely new telemetry layer into actionable data protection, governance, and threat detection. Integration with the Claude Compliance API will enable organizations to understand what data is being shared with Claude, in addition to detecting sensitive content and policy violations, identifying threats and anomalous behavior and guiding users toward safer AI use. A Phased Path to Securing AI Conversations Enterprise security programs don't achieve full maturity at once. Our integrated solution is designed around a phased model that will deliver immediate value while building advanced capability over time. Phase 1: Gain Immediate Visibility into Sensitive Data Usage The first stage is understanding what’s already happening. The platform will automatically scan Claude Enterprise conversations, files and projects to identify sensitive data, including PII, PHI and intellectual property. Data security and governance teams will see what data is being shared, where risk is concentrated, and which conversations need attention first. For many organizations, this stage alone will reshape how they understand AI risk. Figure 1: Discovery of sensitive data within Claude Workspace Assets Phase 2: Detect and Respond to Risk With baseline visibility in place, the platform moves into active detection, analyzing Claude Enterprise activity on an ongoing cadence and generating actionable alerts before risks escalate. Key detection capabilities include: Exposure of API keys, credentials or internal secrets inadvertently shared in prompts Malicious or compromised files uploaded to or downloaded from Claude Policy violations in prompt content or shared documents Phase 3: Prevent Risk Through User Awareness and Attack Detection Detection alone leaves security teams responding after risk appears. Phase 3 moves the model toward risk reduction. When a user shares sensitive data in violation of policy, the platform delivers an end-user coaching notification that helps guide safer AI use. At the same time, retrieved Claude Enterprise conversations are analyzed for AI-specific risks, including prompt injection attempts, sensitive data exposure and anomalous behavior. Cortex Cloud enables organizations to detect and respond to these risks in real time, helping prevent data leakage and policy violations before they escalate. Phase 4: Detect Anomalous Behavior and Account Compromise At full maturity, the integration applies behavioral intelligence to audit log data surfaced by the Compliance API, detecting account-level signals that point to risks beyond a single policy violation. Impossible travel scenarios : Login events that are geographically inconsistent with a user's normal pattern. Unusual data sharing spikes : Sudden increases in file uploads or data volume that may indicate exfiltration by a compromised or malicious account. Suspicious access patterns : Behavioral anomalies across AI workflows that don't match a user's established baseline. The integration gives enterprises a stronger foundation for adopting Claude securely, one where they can support broad AI use with the visibility, detection and response capabilities to govern it. Employees gain access to a tool that makes them meaningfully more productive. Security teams get the control and audit trail they need to operate confidently. Compliance teams have the governance documentation that regulated industries require. Palo Alto Networks is building that foundation with the Claude Compliance API, giving enterprises the visibility and control to unlock the full potential of Claude without putting their data, customers or compliance posture at risk.

Source: Palo Alto Networks

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