I've been building an enterprise AI product around a problem I've experienced firsthand: companies can have dozens of SaaS tools, dashboards, and databases, yet understanding what is actually happening across the business can still require a lot of manual work.
A sales issue might be connected to something in customer support. A revenue change might have an operational cause. An IT problem might eventually affect sales or customer experience.
The data exists but it's usually separated by systems and departments.