The Privacy Layer for AI-Powered Data Access

Privacy is structural.
Not behavioral.

In a world moving toward AI-powered data access, Obscure AI by Myte is the infrastructure layer that makes it safe. Your schema, column names, and sensitive data are architecturally hidden from the model - not by policy, but by design.

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Your question

“Which regions had the highest revenue growth this quarter?”

What the AI model sees
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Real names, relationships, and data are replaced with opaque identifiers. The model works entirely in abstracted space.

De-abstracted & executed

The platform translates the abstracted output back into a real, precise query - and executes it directly against your database.

Your real schema is never exposed to the AI model
49 rows returned
23ms · 0 PII exposed · schema fully abstracted

Three steps. That's it.

From database connection to private, auditable data access in under a minute.

Connect any datasource

PostgreSQL, MySQL, MongoDB, and 10+ more. Credentials are AES-256 encrypted at rest. Fully interoperable - integrates into any existing data stack via standard APIs.

Interact with your data naturally

Query, explore, and analyze through natural language. The platform parses intent, maps it to an abstracted schema, and generates precise, dialect-specific queries - all without exposing a single real identifier.

Get structured, auditable results

Receive sortable, filterable tables with full execution metadata. Every query is logged with audit trails, PII redaction counts, and abstracted SQL for compliance.

Privacy infrastructure for the AI era

Every company deserves AI-powered data access. For industries where privacy concerns have locked AI out entirely - the barrier is gone.

Structural Schema Abstraction

Your real table and column names are replaced with opaque identifiers before anything reaches the AI model. It never sees users.email - only meaningless placeholders it can reason over but never trace back. This isn't a filter. It's a fundamentally different architecture.

Output PII Redaction

Automatic detection and masking of personally identifiable information in query results. Configurable per datasource.

Fully Interoperable

Standard REST APIs. Integrates into any data stack or pipeline. PostgreSQL, MySQL, MongoDB, and 10+ more databases supported.

Semantic Intelligence + Full Audit

Table-level semantic hints teach the AI about entity relationships without revealing real names. Every interaction is logged - input hashes, abstracted SQL, PII findings, execution metadata - giving compliance teams complete visibility without compromising privacy.

Trusted Across Industries

Built for teams handling sensitive data

From patient records to financial transactions - every industry benefits from structural privacy.

Explore All Industries
For Every Industry

AI was never the problem.
Exposure was.

Healthcare, finance, government - entire sectors have been locked out of AI-powered data tools because existing solutions expose schemas and sensitive data to third-party models. That era is over.

Obscure AI by Myte doesn't add a privacy policy on top of an exposed system. It eliminates the exposure at the infrastructure level. The AI model structurally cannot access your real schema or data - there is no configuration that changes this. Every industry benefits. The ones that were blocked? They can finally move forward.

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Schema exposed to AI
Abstraction is structural - the model receives opaque identifiers, not your schema
Credential encryption
Connection configs encrypted at rest, decrypted in-memory only at query time
Queries audited
Input hash, abstracted SQL, PII findings, execution metadata - every interaction logged

Frequently asked questions

Everything you need to know about Obscure AI.

AI-powered data access.Zero data exposure.

Connect a database, set your policies, and let your team interact with data safely. Setup takes minutes.

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