Zero-knowledge proofs are reshaping how we handle sensitive financial operations on-chain. Here's the breakdown: client-side proving keeps transaction data encrypted on the user end, while the blockchain handles verification with full speed and efficiency. This dual approach opens up new possibilities for OTC trades, treasury management, and corporate fund flows—all maintaining regulatory compliance without sacrificing privacy. The beauty of this design lies in the balance it strikes. You get the security benefits of decentralized verification without exposing every transaction detail to the network. This matters especially for institutions managing large positions or conducting strategic treasury operations. They can move capital confidently, knowing the chain confirms legitimacy while sensitive details stay protected. It's a practical solution to the transparency-privacy tradeoff that's been a pain point for enterprise adoption. As more protocols implement similar mechanisms, we're likely to see increased institutional participation in DeFi and on-chain finance.