AI Governance for Software Companies

The challenge

Software companies building AI-powered features for European customers face growing governance requirements. Adding PII protection, audit trails, and sovereignty controls to an existing product is complex — but customers and regulators expect it.

Enterprise customers require GDPR-compliant AI features
Building governance infrastructure from scratch is costly and slow
Different customers need different sovereignty and compliance postures
Engineering teams want to focus on product, not compliance plumbing

How SAIG helps

Drop-in integration — change the base URL in your OpenAI SDK call, no code rewrite
Model aliases — use saig-default and saig-sensitive-data to route different workloads appropriately
Multi-tenant governance — each customer tenant gets separate policies, sovereignty modes, and audit trails
Governance metadata — X-SAIG-* headers give your application visibility into policy decisions
Observe mode — evaluate governance impact on your traffic before enforcing
Audit evidence API — export governance records for customer compliance requirements

Integration example

# Before: direct to OpenAI
client = OpenAI(base_url="https://api.openai.com/v1", api_key=OPENAI_KEY)

# After: governed through SAIG
client = OpenAI(base_url="https://api.your-domain.eu/v1", api_key=SAIG_KEY)

That’s it. Your existing code, SDK, and error handling work unchanged. SAIG handles PII detection, policy enforcement, provider routing, and audit evidence transparently.

Deployment considerations

Software companies often start with EU SaaS for fast time to value, then move to private VPC or on-premise as customer requirements evolve. SAIG supports all models with the same API and configuration.

See deployment options → • API integration guide →

Example governance scenario

A SaaS product sends a user query to an AI feature. The query contains the user’s name and email address.

{
  "action": "ANONYMIZE",
  "risk": "LOW",
  "rule": "THIRD_PARTY_PII_TO_EXTERNAL_PROVIDER",
  "intent": "customer_support",
  "provider": "openai",
  "sovereignty_mode": "STANDARD",
  "pii_detected": ["PERSON", "EMAIL"],
  "audit_hash": "sha256:...",
  "signature": "ed25519:..."
}

Example governance receipt shape — not a real customer record.

Related resources

SAIG provides runtime controls, policy enforcement, audit evidence, and compliance-supporting workflows. It does not constitute legal advice, certification, or a guarantee of regulatory compliance.