Check whether your AI data can be recovered
Your team uses AI tools, vector databases or agents, and no one has asked what happens if that data is lost or poisoned.
- You get
- An inventory of AI data, whether backups cover it, how you'd spot tampering and how you'd roll back.
- Works in
- ChatGPT
- Claude
- Copilot
- Gemini
Fill in the blanks
A few words each is enough. Leave a blank empty and the assistant will ask you or assume.
Describe, don't paste: no CUI, personal data, hostnames, IP addresses or credentials. What you type stays on this page until you copy it or open it in an assistant.
Your prompt0 of 1 filled
Help me inventory the AI-related data at our organization and check whether we could recover it. What we use: [AI tools, e.g. Copilot, a Pinecone vector database, an internal RAG app, agents with SharePoint access] For each, list the data it depends on (source documents, embeddings, prompts, configuration, and the permissions that control what models and agents can reach), whether our current backups cover it, who can change it, how we'd detect that it had been poisoned or tampered with, and how we'd roll it back to a known-good point. Finish with the three gaps to close first. Some details above are still in square brackets. Ask me for them before you answer, rather than guessing.
Before you paste
Read what comes back as a first draft. Check every claim about your own environment and any regulation it cites.
Then check the answer
AI Data Resilience
Backup and recovery for vector databases and agents
More planning prompts
All 28 prompts- Check your backups against the 3-2-1-1-0 ruleYou want to know whether your backup copies would survive ransomware that goes after backups first.
- Set RTO and RPO tiers for your systemsLeadership wants recovery targets and you need a defensible way to set them system by system.
- Plan and record a restore testYou need to prove backups actually restore, for yourself and for an assessor or insurer, not just that the jobs succeeded.
- Review your disaster recovery plan like an auditorYou have a DR plan, but it hasn't been tested or read critically in a while.
- Work out what Microsoft 365 doesn't back up for youSomeone asked "doesn't Microsoft back that up?" and you need a clear answer for your tenant.
Want a person to check the answer?
AI gets you a first draft. A KELYN engineer can tell you whether it would hold up in an assessment or a real recovery.