Multi-Cloud & Hybrid Support

While AI Fabrix is optimized for in-tenant Azure deployment, many enterprises operate in hybrid or multi-cloud environments. The roadmap includes extending Fabrix to support these complex infrastructures without losing its core strengths: governance, compliance, and predictable economics.

Table of Contents

1. Why Multi-Cloud Matters
2. Hybrid Cloud Scenarios
3. Multi-Cloud Governance
4. Technical Direction
5. Release Planning
6. Summary

Why Multi-Cloud Matters

Enterprises often distribute workloads across multiple environments for:

• Regulatory Requirements: Certain workloads must run in specific jurisdictions or infrastructures.
• Resilience: Reduce vendor dependency and ensure business continuity.
• Business Units: Different divisions may standardize on different clouds or on-prem systems.

Fabrix will evolve to unify these diverse environments under a single governance and control plane.

Hybrid Cloud Scenarios

Planned hybrid use cases include:

• On-Premise + Azure: Extending Fabrix to securely integrate with on-prem data centers.
• Edge Deployments: Running retrieval and inference pipelines close to where data is generated.
• Private Cloud Integration: Support for sovereign or industry-specific private cloud models.

Multi-Cloud Governance

Fabrix will provide consistent guardrails across distributed deployments:

• Unified Policy Packs: Enforce egress restrictions, quotas, and compliance regardless of location.
• Centralized Identity & Access: Extend Entra ID and SCIM provisioning to hybrid and non-Azure environments.
• Audit Trail Federation: Consolidate compliance logs across clouds into enterprise SIEM systems.

Technical Direction

Future enhancements will include:

• Cross-Cloud Connectors: Governed ingestion from AWS S3, GCP storage, and third-party SaaS platforms.
• Federated Vector Search: Querying embeddings stored across distributed infrastructures.
• Global Orchestration Layer: Coordinating RAG pipelines spanning Azure, other clouds, and on-premise data sources.

Release Planning

[[PLACEHOLDER: Add timeline for multi-cloud and hybrid features, including pilot customer programs.]]

Summary

Multi-cloud and hybrid support will enable Fabrix to act as a unified enterprise AI fabric, extending governance, retrieval, and orchestration across heterogeneous infrastructures. This ensures that customers can scale securely, wherever their data and workloads reside.