Nice description of how to use Reinforcement Learning to 'do business' https://danielmiessler.com/blog/ai-is-eating-the-software-world/ I tried something similar at my last company with one of our products. It's hard to wire up both state and outcomes. I recommend starting with your most digitized internal processes where the telemetry already exists and outcomes have an API endpoint already to initiate them.