
Guide
The Architecture Behind AI-Native Revenue Automation

Overview
Download the whitepaper to learn why AI alone cannot power revenue automation, how probabilistic reasoning and deterministic precision work together, what the Commercial Graph is and why connected context matters, where LLMs belong in finance workflows and where they don’t, and how AI-native architecture unlocks faster, more accurate contract-to-cash.




