# Data-First Architecture

[**Convergence in Action in 2025 – TradFi and DeFi, Tokenization Everywhere, and Data-First Architectures for Trustworthy and Decentralized AI**](https://www.lighthouse-partners.com/post/convergence-in-action-in-2025-tradfi-and-defi-tokenization-everywhere-and-data-first-architectur)

A set of converging trends - including decentralization and tokenization - are supporting the emergence of trustworthy AI.

Pete Harris, Principal, Lighthouse Partners, Inc.

Jan 2, 2025 3 min read