The prediction is about the productization of the harness, not merely the availability of better models or custom prompts. A qualifying offering should bundle several of the following into a reusable agent package: system instructions, tools, connectors or MCP servers, cloud execution environment, permissions, secrets handling, memory or state, evaluation or quality gates, and a task-specific workflow.

“Major AI platform” includes OpenAI, Anthropic, Google, Microsoft, AWS, Meta, or another broadly adopted AI/cloud provider with credible enterprise distribution. The offering can be first-party, partner-provided, or marketplace-listed, but it must be usable by customers as an off-the-shelf specialist rather than as a tutorial for building their own agent loop.

Resolve true if the platform lets customers select and run a preconfigured specialist agent for a domain such as software maintenance, CMS/frontend implementation, sales operations, finance reporting, security review, customer support, or data analysis, with metered pricing tied to usage or execution. Resolve false if agents remain mostly organization-internal custom builds, templates that still require substantial setup, or generic chat assistants without a rented harness boundary. Resolve ambiguous if the capability exists only in a private pilot with no public documentation by the resolution date.