Data Residency in AI Systems

Designing architecture that remains compliant while enabling innovation

An architecture guide for platform engineers, AI leaders, and enterprise architects building global AI systems that must meet strict data residency requirements without slowing innovation.
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  • Why AI and agent-based systems introduce new data residency risks and why traditional application architectures struggle to enforce where data is processed, stored, and observed.
  • The architectural patterns required to enforce data residency at scale, including regional routing, storage segregation, observability controls, and policy enforcement across global AI deployments.
  • How an AI gateway provides centralized control over models, routing, and observability, enabling organizations to enforce regional compliance guarantees without relying on developer convention.

Testimonials TrueFoundry makes your ML team 10x faster

Deepanshi S
Lead Data Scientist
TrueFoundry simplifies complex ML model deployment with a user-friendly UI, freeing data scientists from infrastructure concerns. It enhances efficiency, optimizes costs, and effortlessly resolves DevOps challenges, proving invaluable to us.
Matthieu Perrinel
Head of ML
The computing costs savings we achieved as a result of adopting TrueFoundry, were greater than the cost of the service (and that's without counting the time and headaches it saves us).
Soma Dhavala
Director Of Machine Learning
TrueFoundry helped us save 40-50% of the cloud costs. Most companies give you a tool and leave you but TrueFoundry has given us excellent support whenever we needed them.
Rajesh Chaganti
CTO
Using the TrueFoundry platform we were able to reduce our cloud costs significantly. We were able to seamlessly transit for AMI based system to a docker-Kubernetes based architecture within a few weeks.
Sumit Rao
AVP of Data Science
TrueFoundry has been pivotal in our Machine Learning use cases. They have helped our team realize value faster from Machine Learning.
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Senior Software Engineer
TrueFoundry makes open-source LLM deployment and fine-tuning effortless. Its intuitive platform, enriched with a feature-packed dashboard for model management, is complemented by a support team that goes the extra mile.
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Enterprise-Ready

Your data and models are securely housed within your cloud / on-prem infrastructure.

  • Fully Modular Systems

    Integrates with and complements your existing stack
  • True Compliance

    SOC 2, HIPAA, and GDPR standards to ensure robust data protection
  • Secure By Design

    Flexible Role based access control and audit trails
  • Industry-standard Auth

    SSO Integration via OIDC or SAML