Syl Guardian

Causal guardrail for AI agents. Before an agent changes ad spend or a budget, Guardian checks whether the claimed spend-to-revenue (ROAS) lift is causal and returns pass, caution or hold with the naive vs. confounder-adjusted effect.

npx add-mcp 'https://guardian.sylai.io/mcp'