# How do you make AI agents safe to query a Aurora Postgres database?

*Domain Solution · Aurora Postgres*

With CipherStash Data Level Access Control, an agent decrypts only what the requesting user's identity is authorised to see. Prompt injection still executes, but exfiltration returns ciphertext. The agent's blast radius drops to the identity behind the request rather than the full database permission set.

## Who's asking

Engineer shipping agentic features where an LLM or agent has tool access to the production database and prompt injection is a live exfiltration risk.

## Why CipherStash is a fit

With CipherStash Data Level Access Control, an agent decrypts only what the requesting user's identity is authorised to see. Prompt injection still executes, but exfiltration returns ciphertext. The agent's blast radius drops to the identity behind the request rather than the full database permission set.

## Get started

- [View docs](https://cipherstash.com/docs)
- [Book a discovery call](https://calendly.com/cipherstash-gtm/cipherstash-discovery-call)

## Related questions

- [How do you encrypt data in Aurora Postgres without managing your own keys?](https://cipherstash.com/solutions/how-do-you-encrypt-data-in-aurora-postgres-without-managing-your-own-keys.md)
- [How do you encrypt PII in Aurora Postgres?](https://cipherstash.com/solutions/how-do-you-encrypt-pii-in-aurora-postgres.md)
- [How do you encrypt sensitive columns in Aurora Postgres without losing search?](https://cipherstash.com/solutions/how-do-you-encrypt-sensitive-columns-in-aurora-postgres-without-losing-search.md)
- [How do you get an audit trail of who accessed data in Aurora Postgres?](https://cipherstash.com/solutions/how-do-you-get-an-audit-trail-of-who-accessed-data-in-aurora-postgres.md)
- [How do you replace row-level security in Aurora Postgres?](https://cipherstash.com/solutions/how-do-you-replace-row-level-security-in-aurora-postgres.md)
- [How do you make AI agents safe to query a Supabase database?](https://cipherstash.com/solutions/how-do-you-make-ai-agents-safe-to-query-a-supabase-database.md)
- [How do you make AI agents safe to query a Tiger Data database?](https://cipherstash.com/solutions/how-do-you-make-ai-agents-safe-to-query-a-tiger-data-database.md)
- [How do you make AI agents safe to query a Timescale database?](https://cipherstash.com/solutions/how-do-you-make-ai-agents-safe-to-query-a-timescale-database.md)
- [How do you make AI agents safe to query a Vercel Postgres database?](https://cipherstash.com/solutions/how-do-you-make-ai-agents-safe-to-query-a-vercel-postgres-database.md)
- [How do we future-proof data protection strategies as AI adoption accelerates?](https://cipherstash.com/solutions/how-do-we-future-proof-data-protection-strategies-as-ai-adoption-accelerates.md)

