Vexora Risk & Compliance Engine
A verification layer that keeps AI-driven trading safe, auditable, and aligned with user-defined rules.
Introduction
The Risk & Compliance Engine is Vexora's control layer for AI-powered trading. It continuously checks strategies, orders, and positions against configured risk limits and policies, and it provides cryptographic assurance that automated behaviour matches what was agreed.
Why It Matters
- Trust & Transparency: Traders and partners can see how strategies behaved, which limits were applied, and why orders were accepted or blocked.
- Protection: Guardrails reduce the chance of catastrophic errors, fat-finger events, or model failures turning into real losses.
- Privacy: Verification can be done without exposing sensitive portfolio or model details, which is critical for professional users.
- Accountability: A clear, auditable trail of strategy decisions and controls supports internal review and external compliance needs.
How It Works
Under the hood, the engine combines policy checks with cryptographic techniques:
Policy & Limit Layer
User-defined rules (max exposure, drawdown limits, asset blacklists, frequency caps, and more) are evaluated before orders hit the market. Violating actions are blocked or flagged.
Verifiable Computation (ZKPs & MPC)
Zero-knowledge proofs and secure multi-party computation can be used so that counterparties or auditors can verify behaviour without learning raw strategy logic or inputs.
Secure Execution Environments
Where appropriate, strategies and checks can run in protected environments, adding another layer of integrity for institution-grade deployments.
Benefits
- Safer Automation: Lets traders lean into AI-driven execution while keeping clear boundaries.
- Better Governance: Gives the Vexora community and partners a shared framework for defining acceptable behaviour.
- Institutional Readiness: Helps Vexora align with the expectations of funds, desks, and platforms that need strong risk and audit capabilities.