AI Governance for Banking and Financial Services
The challenge
Banks and financial institutions are adopting AI copilots, document assistants, and automated analysis tools. But regulated financial environments require operational resilience, audit evidence, and data protection that generic AI APIs do not provide.
- Customer PII flows to LLM providers without controls
- No audit trail for AI-assisted decisions
- DORA requires operational resilience documentation for ICT services
- FINMA expects governance over automated processing
- Compliance teams cannot answer regulator questions about AI usage
How SAIG helps
- PII anonymization — detect and anonymize customer names, IBANs, account numbers before they reach any LLM provider
- Signed audit trail — SHA-256 hash chain with Ed25519 signatures creates tamper-evident evidence for every AI request
- DORA resilience controls — circuit breaker, rate limiting, incident management, and SLA tracking
- Provider sovereignty — EU-Only or Swiss-Only modes ensure data stays in approved jurisdictions
- Budget controls — per-team spending limits and cost visibility across AI usage
- Emergency kill switch — instantly stop all AI traffic during incidents
- Observe mode — evaluate governance impact before enforcing in production
Deployment considerations
Financial institutions typically require on-premise or private VPC deployment. SAIG supports fully air-gapped environments where all PII processing runs locally. For institutions with less restrictive requirements, EU SaaS hosted in Germany is available.
Example governance scenario
A relationship manager asks an AI assistant to draft a client summary. The prompt contains the client’s name and account details.
{
"action": "ANONYMIZE",
"risk": "MEDIUM",
"rule": "THIRD_PARTY_PII_TO_EXTERNAL_PROVIDER",
"intent": "document_generation",
"provider": "azure-openai-eu",
"sovereignty_mode": "EU_ONLY",
"pii_detected": ["PERSON", "IBAN"],
"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.