CIMPlicity AI - Data Onboarding assistant

"CIMplicity AI" is an innovative Splunk App designed to dramatically simplify, accelerate, and secure the data onboarding process from inside Splunk Enterprise/Cloud as an application. It acts as an intelligent, wizard-like co-pilot, guiding users from raw log input through interactive field extraction, AI-assisted Common Information Model (CIM) mapping, and proactive PII (Personally Identifiable Information) detection. The core goal is to empower Splunk users of all skill levels to onboard new data sources quickly and accurately, ensuring the data is high-quality, CIM-compliant, and PII-aware before full ingestion, ultimately generating the necessary Splunk configurations (props.conf, transforms.conf) or even SPL2 ingestion (EP/IP) with ease. This addresses the common pain points of time-consuming manual onboarding, complex CIM compliance, and the accidental ingestion of sensitive PII, thereby unlocking greater value from Splunk faster and more securely. The app will feature a modern user interface built with Splunk UI ReactJS components (https://splunkui.splunk.com/Packages/react-ui/Overview).