At Reppo Labs, our core mission is to enable blockchain networks to self-regulate by unlocking network effects through human-AI collaboration.

Our first offering is a marketplace for verifiable risk & reputation models, that are consumed downstream, to create surplus value by satisfying user intents across multiple blockchains.

Adoption of Decentralized Physical Infrastructure Networks (DePINs) and Decentralized Finance (DeFi) is still bottlenecked by network-specific node operators that have strong incentives to abuse the protocol. Our core thesis is that AI-based risk & reputation models and systems can de-risk blockchain networks by providing consequential insights into the behaviour of node operators and providers to clients, investors, regulators and the operators themselves. Risk & reputation systems today are either an afterthought until a network faces scrutiny, is rug-pulled, or are built and maintained by the core contributors of the protocol, often through centralized decision-making requiring time-consuming processes and overhead. We believe it’s time to be proactive and decentralized.

Reppo Labs is incubating the Reppo protocol, a rollup that incentivizes a community of dedicated ML/AI modellers to build decentralized risk & reputation models — ensuring composability, low cost, and censorship resistance. Models are consumed by applications and products to enable myriad new use cases, enriching end-user experiences for Web3 protocols while fuelling ecosystem growth.

Core Contributors

We’ve built our reputation building and improving systems at leading tech companies and institutions.

  • Previously Storage Provider Reputation WG Lead & Technical PM @ Protocol Labs

    Ex-Microsoft Product Manager for Xbox

    Penn Engineering & Wharton Alum

  • Data Lake WG Lead

    AI Security Lead@ AWS

    Ex-Telus GTLP

  • Protocol Engineering contributor

    Rollkit Devkit Lead @Celestia Labs

    Stanford CS Alum

  • Modeller WG Lead

    ML Research Scientist @ Amazon

    Hummus and Negroni aficionado

  • Coconut Ratings Lead

    Previously @ Protocol Labs

  • Previously Product Risk & Compliance Lead @ Protocol Labs/Filecoin

    Bootstrapped & scaled P2P marketplaces in web2

    Brown-RISD Alum