AI for regulated finance
Tier-1 banks use AI Router to ship AI quickly — with customer-PII masking, passing internal audits, and predictable per-request cost.
Use cases in production
Four patterns we see most often at banking customers.
First-line support assistant
Ticket classification, draft replies, escalation to human. Operator always in the loop. Up to 40% time savings on first line.
Real-time fraud scoring
LLM-augmented signals in fraud pipelines: transaction analysis, behavioral patterns, geo signals. Wires into your existing risk engine.
KYC and AML automation
Customer document parsing and reconciliation, sanctions screening, compliance-officer case note generation.
Search over internal documents
RAG over policies, playbooks, precedents. Employees get cited answers instead of hours of manual search.
Compliance perimeter for banks
What we provide out of the box so your team passes internal audit and regulator reviews.
PII masking
Built-in patterns for passport IDs, national IDs, IBAN, phone numbers. Per-key policies, per-session rotation.
Data residency
All requests and logs stay in-country. Cross-border transfer only when the customer explicitly picks a foreign provider.
Audit logs
Every request has a generation ID. Supplying that ID in a compliance report gives full context: model, cost, provider, tokens, PII policy.
SSO and RBAC
SAML/OIDC SSO with your corporate IdP, SCIM auto-provisioning, role-based access to keys and dashboards.
6-week pilot
A 2–3 person team, one use case, transparent cost from day one. At the end of the pilot: production or an honest 'not a fit'.