Security Isn’t a Layer You Add to AI Later
Every AI system we build starts with the question of what happens when it touches sensitive data, not as a compliance afterthought, but as the first architecture decision.
Compliance that shrinks, not grows
Compliance-Aware AI From the Start
When an AI workflow touches payment card data, health records, or personal information, the compliance scope has to shrink, not grow. We design pipelines that reduce the surface area of sensitive-data exposure: tokenisation, scoped access, and processing boundaries auditors are comfortable with.
Data Handling for Sensitive Test Cases
Even benchmarking sensitive AI systems requires care: test data that mirrors real cases without ever storing or exposing the real thing. We build evaluation environments where sensitive data lives only in memory for the duration of a run, never persisted.
Access Control & Auditability
Every AI system we ship has clear answers to "who can see this, and can you prove it." Role-based access, audit logging, and documentation that holds up under a compliance review, not just a security review.
Tourist Tax Refund Service
PCI-DSS and PII compliance built in from the start: tokenisation, in-memory test data, and least-privilege access across the entire AI pipeline. PCI scope cut by 90%.
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