Artificial intelligence and automation / Analysis, data and reporting
Can AI analyze KPIs?
Yes. AI can analyze KPIs when it has the necessary sources and integrations. The feature is scoped with permissions, validation, and logs proportional to the risk, preventing the model from taking unauthorized actions. Dashboards need to start from clear KPI definitions and reliable data sources; otherwise they quickly display inconsistent numbers. For AI systems, we define authorized sources, behavior when information is missing, allowed actions, and cases where a person needs to step in. The system is also tested on ambiguous cases and missing information, defining when it should stop, ask for confirmation, or hand off to a person.
Was this answer helpful?

