Vishwa provides AI-native infrastructure for autonomous finance, leveraging Graph Neural Networks (GNN) for alpha discovery and ZK Interoperability for secure asset verification. The platform enables applications and agents to coordinate across DeFi and RWA sectors through a live learning engine for autonomous value creation.
Funding
Funding not disclosed

Founders
Product
Problem
Liquidity is often fragmented across different blockchain networks, including Bitcoin Layer 1, EVM-compatible chains, and non-EVM chains. This fragmentation hinders seamless transactions and reduces capital efficiency for users operating across multiple ecosystems.
Solution
Layer M provides a cross-chain protocol that aims to unify liquidity between Bitcoin and other blockchain networks. The protocol supports both EVM and non-EVM environments, enabling users to transfer assets and execute transactions across different chains. By bridging these disparate ecosystems, Layer M seeks to improve capital efficiency and streamline the user experience for decentralized finance (DeFi) applications. The architecture is designed to be middleware, providing support for multiple Layer 1 and Layer 2 solutions.
Target Audience
The primary target audience includes users and developers in the DeFi space who need to move liquidity and execute transactions across different blockchain networks, including Bitcoin, Ethereum, and other emerging ecosystems.
Features
- Supports bridging between Bitcoin Layer 1 and various EVM and non-EVM blockchains
- Designed as middleware to facilitate interoperability across multiple chains
- Aims to improve capital efficiency and streamline cross-chain transactions