The Challenge
An enterprise logistics platform with over 250 employees integrated autonomous third-party AI agents to read emails, map delivery patterns, and query client database logs.
While the integrations were designed to speed up operations, the engineering desk had no audit records of what folders and backend database tables these external AI connections could access. A security vulnerability review was requested to prevent client telemetry leaks and shadow credential exposure.
Our Scoping Approach & Solution
Cyberlux Consulting deployed AI-compliance engineers to audit credential permissions and map trust boundaries:
- API Credential Trace: Analyzed the access tokens granted to external LLM providers, mapping API call boundaries and tracking payload logs.
- Vulnerability Isolation: Discovered that one integrated AI agent had access to a legacy table containing active user session hashes, while another had read privileges on payroll folders. We immediately revoked these tokens.
- Zero-Trust AI Gateways: Structured dedicated proxy gates that intercept all outbound AI payloads, scrubbing potential customer PII or API tokens before they exit the network enclaves.
Key Metrics & Outcome
- Shadow Leak Vectors Blocked: 3 active directory vulnerability pathways fully closed.
- PII Telemetry Sanitization: 100% automated parsing of sensitive fields in LLM prompts.
- Credential Audit Bounds: Mapped and locked down API roles for 14 active integrations.
- Compliance Score: Aligned AI usage with emerging ISO 42001 (AI Management System) control baselines.
Replicate this success
Coordinate with a virtual CISO to scope your GRC boundaries and fast-track compliance readiness.
Request Scoping Call arrow_forwardProject Profile
- Industry: Enterprise Logistics
- Company Size: 250+ Employees
- Scope: AI Credential Security
- Outcome: Zero Leak Bounds