
QIS-Powered ETPs: A Better Product Stack Onchain
How QIS-powered ETPs combine machine learning, onchain composability, and smart contracts operational efficiency to improve risk-adjusted outcomes.
Insights, research, and product updates from the Orion Finance team.

How QIS-powered ETPs combine machine learning, onchain composability, and smart contracts operational efficiency to improve risk-adjusted outcomes.

Building a meritocratic ranking system for onchain vaults using risk-adjusted and statistically significant performance metrics.

We're engaging experienced smart contract security researchers to validate our protocol architecture through a structured, invitation-only bug bounty program.

Why upgradability exists in DeFi, how the security arms race demands it, and why "code is law" alone is not enough for systems that need to keep defending against evolving threats.

How emerging standards like ERC-8004, security-focused skills, and schema-constrained execution can make autonomous AI agents trustworthy in environments where money moves and contracts are signed.