The Enterprise AI Maturity Model | Cohere

Cohere outlines a five-phase enterprise AI maturity model, showing how companies move from isolated tool use to governed internal AI platforms.

The path starts with experimentation and pilot projects, then advances to internal platforms, strategic integrations, and eventually AI-native transformation.

In regulated sectors like healthcare, finance, and the public sector, shadow AI and scattered pilots often block the shift to production at scale.

The framework helps organizations see why AI initiatives stall and what governance, data, and operating changes are needed to scale safely.