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Provably
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Nov 07, 2024
Provably V1 Alpha is Here
Written byEmanuele, Alberto and Shyam
We’re thrilled to announce the release of Provably V1, introducing Verifiable Analytics on private data. With this release, data owners can easily connect Provably to their public databases and run private, verifiable queries using SUM and COUNT SQL aggregations.
Provably V1 simplifies the complex world of Zero-Knowledge (ZK) proofs, empowering you to manage access to your data with confidence, knowing it remains private. Future updates will enable you to provide API access for verifiable queries or invite insight seekers to run queries on selected tables.
Without Provably, collaborating over data is a nightmare. There are lots of problems and in this release we'll address 3 issues:
1. Giving You Control:
In just a few clicks, connect your database to Provably, se
lect the tables you want to make available for analytics, and you’re done. In this release, only the party who connected the data can perform analytics, but the next update will introduce API access and email invites, allowing others to run queries on your data. We’re making sensitive data access management cloud and API-first with a streamlined workflow.
2. Automating Privacy and Delivering Fast Analytics:
- Forget about lengthy data preparation like anonymization or encryption required by FHE (Fully Homomorphic Encryption). Since your data is never revealed, the insight seeker can quickly run SQL queries and get results—no more long meetings debating what data to mask or sending encrypted datasets back and forth.
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3. Analytics with Verifiability:
Taditionally, analytics have been confined to enterprises where high trust levels exist among actors and networks. With Provably, a party can perform analytics on an outsourced database, trusting and verifying the results through cryptographic proofs. This is ideal for emerging data ecosystems where trust isn’t established through business processes, legal contracts and enterprise networks but through verifiable cryptographic proofs.
Data are stored in databases that Company A, B, C and D host somewhere. Data that you cannot access. You get the information, but you don’t know if the information was created with the right data.Trust my data. Says Company A.I have the right data. Says Company B.I am not hiding some data from your algorithms. Says Company C.I am computing the algorithms on the right data. Says Company D.
We’ve also added metadata to the Proof File, giving human-readable context to cryptographic proofs, making them more accessible.
We envision a world of interconnected Data Ecosystems, where collective intelligence drives smarter decisions. As we evolve, we’ll continue adding features that empower data owners to monetize their data and enable insight seekers to discover valuable data for faster, smarter decision-making.
Zero-Knowledge technology is both simple and powerful, enabling data privacy while delivering the insights that matter. Future releases will demonstrate how ZK can scale efficiently to handle larger, faster data.
We’d love to hear from you! How would you use Provably? If you have ideas for new features or use cases, please reach out to
