Mission
Our mission
Make enterprise data discoverable, licensable and commercially valuable without compromising trust, ownership or responsible use.
Where enterprise data creates value.
Every organization generates data through its operations. Much of that information remains fragmented, underused or commercially inaccessible. Meanwhile, AI developers, researchers and enterprises need relevant, responsibly sourced datasets.
DDL Exchange bridges that gap by helping owners describe and commercialize enterprise data and helping qualified buyers discover and license it.
Model
Our model
Curated metadata listings, qualified introductions and assisted licensing. No raw-data uploads or automatic payments in this MVP.
Focus
Our initial focus
Manufacturing, logistics, supply chains and operational performance data.
What does DDL Cleared mean?
DDL Cleared is a marketplace-specific preliminary review label for a dataset listing. It means the DDL team has recorded a review of the submitter's claimed authority, stated permitted uses, privacy and confidentiality considerations, description and commercial readiness.
What the review records
- The submitter's claimed authority to license the data
- Stated permitted uses
- Privacy and confidentiality considerations
- The dataset description
- Commercial readiness
What it does not mean
DDL Cleared does not guarantee:
- Legal compliance
- Completeness or accuracy
- Partner-led anonymization
- Exclusive rights
- Suitability for any particular use
Buyers must conduct their own diligence and agree to binding license terms before access. The label applies only to the stated review scope and date; DDL may suspend or withdraw it.
Our partner-led operating model.
DDL Exchange facilitates discovery, matching and transaction coordination. Independent specialist providers carry out contracted anonymization and legal licensing services under separate scopes and agreements.
DDL Exchange
Coordinates and reviews
Facilitates discovery and matching, coordinates transactions, reviews evidence and records clearance decisions.
Independent specialists
Carry out the services
Provide anonymization and legal licensing services under separate scopes and agreements.
Owners and buyers
Stay in control
Data owners retain control over disclosure and approval. Buyers conduct their own diligence before licensing.
We do not represent a partner report as a guarantee of anonymity, legal compliance or dataset quality.
Find the data you need.
Browse reviewed listings or submit a requirement and we will help identify relevant data owners.
Explore DatasetsExplore the value of your data.
Describe your datasets, request privacy preparation and start a managed licensing conversation.
Monetize Your Data