Cloud & AI Security, Governance & Compliance

Backup, DR & Multi-Region AI

Disaster recovery for AI covers more than databases: vector indexes, prompts, model settings and agent configuration all need a copy and a tested restore.

Multicloud AI & ERP / Cloud & AI Security, Governance & Compliance

Backup, DR & Multi-Region AI: diagram comparing AWS, Azure and Google Cloud
How an AI app fails over to a second region, and how AWS, Azure and Google Cloud each implement it.

Why it matters

Ransomware, regional outages and human error all happen. Recovery plans written before AI often miss the new components, so an AI service comes back with its data but without its knowledge base, prompts or agent setup.

How it works

A recovery plan that includes AI

Back up data, vector indexes, prompts and configurations. Replicate copies to a second region. Detect failures with health checks, fail over traffic to the standby and test regularly against recovery time and recovery point objectives.

AWS, Azure and Google Cloud compared

AWSAzureGoogle Cloud
Central backupAWS BackupAzure BackupBackup and DR Service
Server failoverElastic Disaster RecoveryAzure Site RecoveryBackup and DR, managed instance groups
Immutable backupsBackup Vault LockImmutable vaultsBackup vaults
Traffic failoverRoute 53 health checksFront DoorGlobal load balancing
Resilience assessmentResilience HubBusiness Continuity CenterArchitecture Framework reliability

What makes each cloud different

AWS

AWS Backup applies policies across services with Vault Lock for immutability, Elastic Disaster Recovery fails over servers quickly and Resilience Hub checks applications against recovery targets.

Azure

Azure Backup and Site Recovery cover VMs and data with test failovers that do not disturb production, immutable vaults protect backups and the Business Continuity Center gives one view of protection.

Google Cloud

Google's Backup and DR Service provides immutable backup vaults, multi-region storage protects data automatically and multi-region Spanner survives a region loss without data loss.

Design decisions that matter

  1. 01Recovery targets per application

    RTO and RPO agreed with the business.

  2. 02AI components in the plan

    Indexes, prompts, configs and agent setup.

  3. 03Immutable, separate backups

    Different account and region.

  4. 04Test restores regularly

    Untested backups do not count.

Common mistakes we see

  • Backing up only databases. AI services return broken.
  • Backups in the same account. Ransomware deletes them too.
  • Never testing failover. The runbook fails on the day.

A practical 30-day plan

  1. Week 1

    Set RTO and RPO for top applications.

  2. Week 2

    Back up AI components alongside data.

  3. Week 3

    Replicate to a second region with immutable vaults.

  4. Week 4

    Run a failover test and fix the gaps.

How NTS helps

NTS designs and tests disaster recovery on AWS, Azure and Google Cloud, including AI components, ransomware-resilient backups and regular failover drills against agreed recovery targets.

What you get

  • Recovery objectives defined for each workload
  • Immutable, cross-region backups
  • Disaster recovery runbooks and automation
  • Regular recovery tests

Typical outcomes

  • Proven recovery within agreed times
  • Protection from ransomware and regional outages
  • Board-level confidence in resilience

How we work with you

  1. 1Assess

    A focused review of your backup, disaster recovery and multi-region AI across AWS, Azure and Google Cloud. We look for the gaps we find most often: backing up only databases, backups in the same account and never testing failover.

  2. 2Design

    A target architecture and roadmap built on the decisions that matter most: recovery targets per application, AI components in the plan, immutable, separate backups and test restores regularly.

  3. 3Build

    Hands-on delivery alongside your team. We set RTO and RPO for top applications, back up AI components alongside data, replicate to a second region with immutable vaults, and finally run a failover test and fix the gaps.

  4. 4Run and improve

    We run scheduled recovery tests and update plans as systems change.

Why teams choose NTS for backup, disaster recovery and multi-region AI

  • Recovery that is proven

    We test restores and failovers, not just backups.

  • Ransomware-ready

    Immutable backups protect against attacks.

  • Right-sized resilience

    We match cost to how critical each workload is.

Book a free 30-minute review

Talk to an NTS architect about your backup, disaster recovery and multi-region AI on AWS, Azure and Google Cloud.