Cengage

Cengage is moving from AI experimentation toward operational agent readiness. Its strongest signals are a strong data and retrieval base, a mature mix of AI and data tooling, and visible data and AI leadership, with lighter recent AI momentum behind the build-out. Signals around AWS Bedrock and AWS Sagemaker add useful texture to the visible platform direction. The main next-step gaps are that AI hiring momentum looks limited and visible eval, observability, and governance evidence is limited. The best fit is a practical conversation around hardening the data foundation, agent tooling, governance, and rollout discipline already visible in the business.