Multiparty Data Governance & Integrity for the Age of AI
Data Freedom Foundation is a non-profit research and standards organization designed to operate at the speed of innovation to secure human control of technology.
The Power to Control
Who, Where, When, & How
Others Use Your Data
Smart Data Introduces Trust Envelopes to Protect Your Data
Trust Envelopes are a new type of data protection technology that enhances your data with an array of intelligent capabilities.
The Smart Data Protocol uses Trust Envelopes to:
- Assert data ownership rights,
- Record data history via cryptographic proof of provenance,
- Give your data self awareness and intelligence,
- To control who, where, when, and how your data is used by others.
The Smart Data Protocol solves many data quality and integrity challenges in an integrated manner by standardizing the interoperability of many types of Trust Envelopes.
This approach empowers you to change or revoke Trust Envelopes any time and enforce data contracts every time your data is accessed by others, everywhere it flows and grows.
What Can Smart Data Do?
A transformational data quality standard that turns data into a trusted digital asset.
The Smart Data Protocol dramatically improves data ownership, security, integrity, quality, and interoperability through an integrated and holistic architecture.
Ownership & Control
Take control of your data to configure who, where, when, and how others use it by enforcing data ownership and data contracts, as well as access control and revocation.
Shared Meaning
Ensure seamless data portability, interoperability, and integration based on a semantic ‘shared meaning’ and ‘fitness for use’ through standardized ontologies and taxonomies.
Layered Security
Implement additional layers of encryption, access controls, and authentication mechanisms attached to your data to protect it from unauthorized access.
Trusted Integrity
Utilize cryptographic techniques that ensure data integrity, that prevents data manipulation, and that guarantees the accuracy and reliability of your digital assets.
Metadata
Comprehensively and confidently collect data quality metadata to ensure data is accurate, complete, and consistent, enhancing overall quality, reliability, and trust.
Decentralization
Implement decentralized data exchanges enabling, compliant, and trusted data sharing across multiparty data transactions without costly or untrusted intermediaries.