noun, used as a suffix
-driven
Suffix used to form compound nouns meaning 'driven by X' or 'powered by X', often in technical, business, or IT contexts. Attaches to nouns indicating the driving force (e.g., data, AI, demand).
このシステムはデータ駆動型のアプローチを採用している。
This system adopts a data-driven approach.
AI駆動型のサービスが増えている。
AI-driven services are increasing.
型 is a common suffix meaning 'type' or 'model'; here it combines with 駆動 to form a specific technical suffix.
Compound of 駆動 (drive, propulsion) + 型 (type, model). The suffix usage is a modern calque from English '-driven'.