Zero-trust infrastructure for agentic AI
Prevent lateral movement and credential leaks with ephemeral, PII-masked data sandboxes. Your data never leaves your VPC.
Threat landscape
Every major AI gateway breach in 2025-2026 traces back to the same architectural failures. Here's what your current stack is missing.
A single compromised key grants full access to every model and every customer's data. The Mercor breach exposed 4M+ records through one stolen credential.
LiteLLM's CVE-2024-6587 allowed SSRF via a crafted/chat/completionsrequest. Open-source proxies inherit every upstream vulnerability.
Gateway logs, prompt caches, and fine-tuning datasets persist PII indefinitely. When the gateway is breached, your customers' data is already waiting.
Architecture
Airlock creates ephemeral, read-only data mirrors inside your infrastructure. AI agents only see masked, time-limited snapshots — never raw production data.
Capabilities
Ephemeral DuckDB instances are spun up on-demand with a configurable TTL. When the agent session ends, the data is destroyed. No persistence, no exposure window.
SSNs, PANs, emails, and custom patterns are detected and masked before data reaches the ephemeral sandbox. Agents never see raw PII — guaranteed at the infrastructure layer.
Every query, every data access, every agent action is logged to a tamper-proof append-only ledger. SOC 2 and SOX-ready out of the box.
For developers
Drop Airlock into your existing agent stack. No infra changes, no proxy re-routing. Works with any LLM provider.
$ pip install airlockfrom airlock import Sandbox
sandbox = Sandbox.create(
source="postgres://prod-replica",
mask=["ssn", "email", "pan"],
ttl=3600
)Get the technical whitepaper that explains how ephemeral data sandboxes eliminate the attack surface that gateways leave open.
No sales calls. Technical content only.