Sell-Side Infrastructure for Dark Data
Dataowners.ai prepares enterprise dark data for AI use and facilitates compliant, off-platform data transactions between data owners and AI buyers.
We handle provenance, consent, preparation, and representation — so data owners can monetize safely, and buyers can transact with confidence.
The Problem
The world’s most valuable AI data already exists — but it can’t be sold.
Enterprise data is:
Unstructured and undocumented
Burdened by unclear consent and rights
Expensive to prepare internally
Risky to commercialize without defensible provenance
As a result, data owners sit on valuable assets they cannot safely monetize, while AI buyers struggle to source data they can trust.
What Dataowners.ai Does
Dataowners.ai is not a marketplace and does not host transactions. We are the sell-side preparation and representation layer for dark data.
Our role is to:
Prepare raw data into AI-ready assets
Establish provenance, consent, and usage clarity
Represent data availability and economics to buyers
Facilitate compliant, off-platform transactions
Transactions are executed directly between buyers and data owners.
How It Works
We ingest raw data and handle:
- Sanitization and compliance preparation
- Metadata creation and documentation
- Schema alignment and packaging
We establish:
- Chain of custody and provenance
- Consent frameworks by data type and jurisdiction
- Clear permitted and restricted uses
We:
- Present prepared data to qualified buyers
- Support deal formation with standardized documentation
- Enable repeat transactions without repeat diligence
For Data Owners
Send raw data. We handle everything else.
- No new teams.
- No new tooling.
- No expanded risk surface.
You retain ownership and deal control — we absorb the operational and commercial overhead.
For AI Buyers
Access prepared, documented, and defensible data with:
- Clear provenance and consent
- Standardized usage terms
- Reduced diligence friction