Maersk

Commerce Agents is Anthropic's reference implementation for building shopping agents for customers and merchant agents for back-office staff with Claude. It defines each agent through prompts, skills, tool contracts, grounding, memory, approval gates, and backend interfaces, and provides runnable examples for retail, travel, telecom, and entertainment. The shopping agent searches and compares products, plans purchases, fills carts, answers order and policy questions, and maintains customer memory. The merchant agent analyzes performance, manages listings and inventory alerts, handles pricing and promotions, and drafts campaigns; its writes are staged until a host approves them. The agents can run through the Anthropic Messages API, Claude Agent SDK, or Managed Agents, and the repository provides a Claude Code plugin for scaffolding or reviewing commerce agents.

Ryder is a large trailer-leasing company identified in the video as a potential source of trailer inventory.

McKinsey is a consulting firm whose software engineering practice advises enterprises on technology and organizational change. In the cited discussion, its researchers describe findings from surveying hundreds of enterprise clients about AI-agent adoption in software development: most report modest gains, while roughly the top 20–25% report about twice the end-to-end improvement. The practices associated with those results include shorter agent-driven development cycles, smaller teams with merged roles, curated skills, shared context, and change management beyond pilot projects. The discussion also covers quality risks from faster code generation, bottlenecks moving to requirements and release, and the difficulty of measuring impact.

Mercor is a data and talent service discussed as providing training information for frontier AI models. The video emphasizes the company’s rapid growth and high valuation.

Agently is an AI Work OS that integrates with a company's software stack to build a centralized "company brain" and deploy autonomous agents to perform tasks and workflows. The platform describes an orchestration component named Jarvis that coordinates those agents across the stack.