Information Security

The security of IT systems is achieved by implementing policies, procedures, and technology to ensure that your information is safe. Ensuring the security of your information involves analysis of the relative threats and risks and taking appropriate protective steps. 

Securing AI systems extends beyond model alignment and prompt filtering. Architects need scoped service accounts, least-privilege IAM, secret rotation, and isolated execution contexts. Telemetry captures prompt, retrieval context, tool calls, and output, with immutable audit logs tied to user and session identity. Data flows require classification, redaction, and access policies across vector stores, retrieval indices, and downstream systems. Threat models cover prompt injection, exfiltration via tool use, and over-permissive integrations.