Most agencies are blindly hoping their AI setups generate revenue instead of measuring true Agentic ROI. Relying on legacy linear improvement assumptions creates a massive Black Box that quietly drains your profitability. You deploy a complex n8n workflow connecting OpenAI to GHL and assume it is printing money. But without tracking the exact cost of tokens and loops, those automations easily become Sugar Daddy Agents. You need a precise Burn Rate Forecast and AI-native risk analysis to enforce absolute Pipeline Accountability. Stop guessing and turn your cost centers into proven revenue engines.