Fiction envisions a world taken over by autonomous machines — self-building, self-aware robots that are near perfect as they fight humankind. We marvel at their ability to operate and replicate. In reality, automation saves time, money, and even lives. As an example, WannaCry, a ransomware variant, was responsible for a cyberattack costing an estimated $4-8 billion. However, it was preventable with a software update that was released eight months prior. Yet, 66% of businesses can’t or won’t rely on automated patching . The adoption of automation has its challenges — but intelligence-led security can be challenging, too. The term “intelligence,” on one hand, brings images of James Bond and a powerful capability that delivers a crystal ball-like understanding. On the other hand, intelligence more abstractly reports Google’s DNS (8.8.8.8) as a malicious indicator of compromise (IOC). Intelligence, like automation, is not a capability that can be picked off the shelf, plugged in, and in