0%
of enterprises already use AI.
Safer AI for everyone
AI without raw data in the loop.
Innerfy is an AI infrastructure company that makes proprietary data usable by AI — without exposing it.
Sensitive data
Innerfy
Safe AI
Raw data enters once. Only the safe version reaches AI.
Problem
The most valuable data can't touch today's AI.
Organizations can't fully commercialize their proprietary data, because AI workflows require access to sensitive information at every step — development through deployment.
0%
have strong visibility into how AI interacts with their data.
Source: Cyera, State of AI Data Security Report
How it works
Four steps. Zero exposure.
Innerfy turns sensitive data into a form AI can use — without AI ever touching the original.
- 01Native records
Ingest
Raw data arrives as native records — tables, documents, images. They carry far more than any task needs.
- 02Representation-independent
Elementize
A mathematical mapping turns each record into an element — a property of the data itself, not of its format.
- 03Sufficient, yet decoupled
Guarantee
Elements keep everything your declared tasks need. The original record cannot be rebuilt from them.
- 04Measured & auditable
Operate
Models and agents compute on elements only — and every guarantee is a measurable, certifiable quantity.
The result is an Elementized Data Envelope — a mathematical representation models can use, without direct exposure to the original.
The guarantee
Raw data never leaves your site.
Not embeddings. Not encryption. A new representation layer.
Product
Two products. One data layer.
Elementize your data once, then build as many agents on it as you want.
Product
Elementization Studio
Elementizes raw records, contracts, and policies into secure operating spaces — on your site.
On your siteRecords, contracts, policies
Explore the platform
Product
Agent Builder
Build, run, and train agents on elementized data and safe context packages.
Bring your own LLMBring your own coding agent
Explore the platform
Proof
It works. We can show you.
Accuracy gap
0%
Average gap vs. training directly on raw data, at equal epochs. That is the entire cost of zero exposure.
Traction
LOI
Signed — agent-design platform for a leading Shanghai-based pharmaceutical company.
Intellectual property
Drafted
Provisional patent on the elementization method — drafted and ready to file.
Working platform
Live
A working platform you can click through today.
Open the demo portal
Market
Finance first. Every regulated industry next.
The most sensitive data. The strictest compliance. The largest contracts. Finance is where the bar is highest — and where clearing it matters most.
The same architecture carries every regulated industry after it:
HealthcarePharmaGovernmentEnterprise
$0B
AI in financial services today.
0%
Annual growth of agentic AI in finance — the fastest lane of enterprise AI.
Business model
License to elementize. Subscribe to run.
Revenue compounds with every agent our customers build.