Protopia Ai
Inference privacy that protects data before it reaches AI models
About Protopia Ai
Protopia AI develops Stained Glass Transform, a layer that obfuscates sensitive inputs before they reach a model while preserving utility. It is aimed at enterprises, AI factories and sovereign AI operators handling sensitive data.
Common use cases
- Private LLM inference
- Sovereign AI
- Regulated data AI
Products and services
Stained Glass Transform
Inference privacy layer for model inputs.
Stained Glass Engine
Builds a transform for a given model.
SafeClaw
Builds agents on sensitive data.
Key features
- Inference privacy
- Input obfuscation
- Multi-tenant inference
- Model-agnostic protection
- Agent privacy
Protopia Ai alternatives
FAQs
What does it do?
It protects data before it is sent to a model for inference.
Does it work on any model?
Its engine builds a transform for a specific model.
Who is it for?
Enterprises with sensitive data and AI infrastructure operators.

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