AI Governance & Security for Global Intelligent Automation Provider

Context

A global enterprise deploying AI and machine learning across financial and operational workflows needed to strengthen the security of its rapidly expanding automation platform. The organization faced regulatory pressure tied to NIST AI RMF and emerging EU AI Act expectations. Multiple engineering teams were building models independently, creating inconsistent practices, unclear accountability, and growing exposure to data, privacy, and model integrity risks. Leadership required a unified governance approach that protected the business without slowing product delivery.

Our Approach

ResilientTech Advisors designed and led a comprehensive AI governance and security program that unified model risk, cloud security, and compliance across global teams. Key actions included:

Impact

  • Building a Responsible AI framework aligned to NIST AI RMF and mapped to EU AI Act requirements.
  • Embedding security and privacy controls into model training, data handling, and deployment pipelines.
  • Implementing adversarial testing, model hardening, and continuous monitoring to address poisoning, drift, and inference risks.
  • Establishing cloud security baselines in AWS and Azure, including encryption, role based access, segregation, and audit logging for all AI services.
  • Introducing automated compliance validation using agentic AI tools to reduce manual effort and improve audit defensibility.
  • Creating a reporting structure that translated model risk and operational exposure into metrics suitable for executive and board audiences.

Impact

  • Reduced AI and machine learning security gaps by 50 percent in the first 90 days.
  • Cut manual compliance and evidence collection effort by roughly 50 percent through automated control verification.
  • Achieved zero high severity cloud misconfigurations across AI environments.
  • Improved SOC and SIEM detection coverage for AI driven threats, reducing incident dwell time by 60 percent.
  • Enabled safe enterprise adoption of automation at scale, accelerating deployment across multiple business units.

Related Services

  • Smart AI Adoption
  • Compliance and Assurance
  • Security Engineering and Operations
  • Cyber Risk and Strategy
“ResilientTech Advisors delivered clarity, structure, and technical depth that allowed us to expand our AI capabilities with confidence. Their approach strengthened our security posture while keeping our development speed intact.”

Chief Technology Officer, Global Intelligent Automation Provider

This engagement reflects our ability to secure AI systems, accelerate compliance readiness, and sustain delivery speed.