Armoriq X Openclaw Hackathon

Autonomous AI agents are starting to operate inside financial systems - researching stocks, analyzing earnings, monitoring portfolios, and even executing trades. Frameworks like OpenClaw make this possible. But there’s a problem: Agents don’t understand intent. They interpret instructions. An agent might: Research the stock Buy the stock Sell the stock Send portfolio data to an external API Do nothing Each interpretation has real financial and compliance consequences. In financial systems, intent must be enforced - not inferred. That’s the problem this hackathon is about.