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🛠️ Enterprise Escape Hatches

ICE is built to fit into the world's most complex production environments. We provide "Escape Hatches" that allow you to customize the engine's behavior without modifying the core binary.

1. Middleware Hooks​

Inject your own logic before or after a query. This is ideal for PII scrubbing, toxicity filtering, or custom audit logging.

async def pii_scrubber(prompt: str) -> str:
    # Redact sensitive data before it hits the LLM
    return prompt.replace("SSN:XXX-XX-XXXX", "[REDACTED]")

client = ice.Client(
    tenant_id="healthcare-corp",
    pre_query_hooks=[pii_scrubber]
)

2. Custom Transport & Proxies​

Many enterprises route LLM traffic through internal gateways. You can pass custom headers or base URLs to the ICE Client.

client = ice.Client(
    tenant_id="fintech-global",
    custom_headers={"X-Corporate-Proxy-Auth": "secret-token"}
)

3. Data Portability​

Never get locked in. Use export_tenant_data to move your Voxel history to your own long-term storage (e.g., S3 Glacier).

# Coming soon: API for full VMM state migration
# await client.export_tenant_data(destination="s3://my-audit-bucket/voxels/")

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