Organizational Design¶

November 4, 2025
in Enterprise AI, Organizational Design, Workforce
2 min read

Enterprise AI at 350,000 seats is an organizational redesign

Anthropic and Cognizant's November 4 announcement makes Claude available to as many as 350,000 Cognizant employees. The plan spans corporate functions, engineering, delivery, legacy modernization, agentic systems, and client work.

At that scale, artificial intelligence (AI) adoption is no longer a tool rollout. It is an organizational redesign conducted while the organization keeps operating.

August 20, 2025
in Defense Technology, Organizational Design, AI Adoption
3 min read

Reorganization will not substitute for an adoption system

The Department of Defense's (DoD) August 20 announcement realigns the Chief Digital and Artificial Intelligence Office (CDAO) under the Under Secretary of Defense for Research and Engineering (USD(R&E)). The stated goal is to accelerate artificial intelligence (AI) transformation by placing data, analytics, and AI closer to the department's broader technology enterprise.

Organizational charts matter. They establish authority, access, and incentives. They do not, by themselves, create adoption.