Migrate from Azure OpenAI to Policy Gateway
Move your Azure OpenAI workloads to Policy Gateway to gain full control over safety filters, quotas, and audit logs.
Azure OpenAI enforces strict content filters that you cannot fully control or disable. Policy Gateway allows you to replace those provider-imposed restrictions with your own policy-as-code.
By migrating to Policy Gateway and the abliterated model, you gain granular control over what is allowed, redacted, or refused.
curl https://api.abliteration.ai/policy/chat/completions \
-H "Authorization: Bearer $POLICY_KEY" \
-H "Content-Type: application/json" \
-H "X-Policy-User: user-12345" \
-H "X-Policy-Project: finance-assistant" \
-d '{
"model": "abliterated-model",
"messages": [{"role": "user", "content": "Summarize Q4 usage trends."}],
"policy_id": "finance-policy"
}'Why migrate?
Azure OpenAI provides safety filters, but they are additive—you cannot remove the baseline censorship.
Enforce per-user and per-project quotas
Quotas are driven by policy_user and policy_project_id tags.
{
"policy_id": "finance-policy",
"org_controls": {
"user_quotas": true,
"project_keys": true,
"user_quota": { "requests": 500, "tokens": 100000, "window": "daily" },
"project_quota": { "requests": 20000, "tokens": 5000000, "window": "monthly" }
}
}Tag and export audit events
Audit logs include decision metadata plus the tags you send with each request.
Export logs to the SIEM or log platform your security team already uses.
Shadow mode and canary rollouts
Safely test your new policies before switching over production traffic.
{
"rollout": {
"shadow": { "enabled": true, "sample_percent": 20, "targets": ["finance-assistant"] },
"canary": { "enabled": true, "sample_percent": 5, "targets": ["finance-assistant"] },
"rollback_on_spike": true
}
}