Privace.ai vs Skyflow
A tokenization vault that isolates and governs sensitive data, with an LLM Privacy Vault.
What Skyflow does
Skyflow is a data privacy vault: sensitive data is isolated in a governed store and replaced with deterministic tokens, with fine-grained access controls and data-residency support. Its LLM Privacy Vault de-identifies data via tokenization or masking and detokenizes responses only for authorized roles, so records can be used with LLMs without exposing plaintext.
How Privace.ai differs
Skyflow is infrastructure — a vault your engineers architect data through. Privace.ai is a drop-in gateway for people using public LLMs today: install the extension, and prompts are redacted in-tab and restored in the answer. Sector-scoped policies, LLM-as-a-Judge and a single GCP perimeter come without re-plumbing your data model into a vault.
Privace.ai vs Skyflow: capability comparison
A fair, side-by-side look at the seven dimensions that define an LLM redaction gateway.
Reversible redaction — restore originals in the LLM response
Admin-owned sector PII / PHI / PCI libraries
In-LLM-input interception (browser extension, before submit)
Strict BYOK — your own LLM key, keys never shared
Single-perimeter, GCP-native data sovereignty
LLM-as-a-Judge output scoring
Token-only, fully auditable trail
Comparison reflects publicly documented capabilities at time of writing and each product's primary design intent; vendors evolve quickly — verify specifics for your use case.
Privace.ai vs Skyflow — FAQ
- Is Privace.ai a Skyflow alternative?
- For protecting data in live LLM prompts, yes. Skyflow is a vault you route data through by design; Privace.ai is a gateway that redacts what people type into ChatGPT, Claude and Gemini and restores it in the response, with no vault re-architecture.
- Do both restore the original values?
- Yes. Skyflow detokenizes for authorized roles; Privace.ai restores originals client-side from an encrypted map. Privace.ai applies restore at the point of the interactive LLM answer rather than inside a data platform.
- Which is faster to adopt?
- Privace.ai installs as a browser extension with sector defaults, so a team can be redacting prompts the same day. Skyflow delivers deep vault governance but is an infrastructure project.
See Privace.ai on your own prompts
Install the extension and watch PII, PHI and PCI get redacted before ChatGPT, Claude or Gemini ever see it — then restored in the answer. No credit card required.