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Sanctum™ · Our internal privacy layer

The privacy layer behind everything we do.

Sanctum™ is the privacy layer we built and run inside Ayati to protect your data — it isn't a product we sell, it's the reason you can trust us with sensitive information. Your data is abstracted before any model sees it, so the AI reasons on meaning, never on your identity.

Zero raw-data exposureMapping stays with youOn-prem · cloud · edgeFor regulated teamsBuilt & run by Ayati · not for sale
How it protects you

The model reasons on meaning — never on your identity.

Your sensitive details are abstracted away before anything reaches an AI, then your answer is rebuilt in your own business context. You get the insight; your data stays yours.

Your data, protectedHow it flows
You hold
ABC Valve 7X — sales in the Maharashtra cluster.
↓  the model only ever sees meaning
The model sees
a product line shows a change in a region.
↓  your answer comes back in your words
You receive
ABC Valve 7X is shifting in the Maharashtra cluster.
Illustrative — identity is abstracted before any model sees it, and reconstructed only on your side.
The method

Three moves, total protection.

01 · Abstract

Identity removed, meaning kept

Sensitive entities are replaced with meaning-preserving stand-ins. The map stays on your infrastructure.

02 · Reason

The model sees only meaning

No names, codes or identifiers reach the AI — nothing to log, leak, or learn.

03 · Reconstruct

Your answer, your words

The result is rebuilt into your real entities and language — fully traceable.

Built for the strictest environments

Peace of mind, by design.

On-prem & edge

Run it where your data must stay — nothing has to leave your walls.

Zero retention

No external model stores your prompts or context.

Audit trail

Every transformation is logged and reviewable.

BFSI · pharma · gov

Designed for regulated, privacy-first industries.

Full architecture and security model available in a confidential technical brief, under NDA.

Adopt AI without exposing your business.

Tell us about your environment — cloud, on-premise, or edge — and we'll map Sanctum™ to it. Confidential technical brief available under NDA.

Request a briefing →