RESILIENCEAI SRE

AI Disaster Recovery, RTO and RPO

RTO defines how quickly AI service must recover; RPO defines how much recoverable state or data loss is acceptable.

WHY IT MATTERS

AI services depend on more than application code: prompts, indexes, model configs, registries, vector data and tool credentials also need recovery plans.

PRODUCTION EXAMPLE

The model provider is replaceable within minutes, but rebuilding a large vector index from source documents may take hours.

SRE DECISION

What are RTO and RPO for the application, vector store, model configuration and agent state?

REMEMBERBack up the AI control plane and knowledge state, not just the web app.
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