Approach

Approach for Regulated Industries

Healthcare, finance, and public sector clients need AI systems that respect regulation, privacy, and critical-safety expectations. Here’s how we deliver safely without losing speed.

Stakeholder alignment

We bring risk, compliance, legal, and business owners into the conversation during week one. Together we define the questions they need answered before launch, and we build artifacts that address those questions directly.

Data governance & guardrails

Every design addresses data residency, retention, redaction, and access. We constrain retrieval to approved sources, enforce per-user entitlements, and ensure logs are auditable within your existing tooling.

Evaluation & incident response

Evaluation frameworks map to your risk appetite. We implement offline tests, online monitoring, human review steps, and incident playbooks with named owners so regulators see a complete story.

Compliance-ready deliverables

We tie each engagement to the artifacts your regulators and internal governance teams care about.

  • Use-case risk assessment tied to regulation (HIPAA, OCC, GDPR, etc.)
  • Evaluation harness with test sets covering safety, bias, and privacy scenarios
  • Audit-ready documentation for prompts, retrieval sources, and release approvals
  • Incident response plan that defines severity levels, on-call, and communication paths

Need an AI plan your risk team will endorse?

We’ll map your regulatory requirements to concrete guardrails, evaluation strategies, and governance workflows.

Discuss your regulatory requirements