Know what every AI agent is worth: beyond token counting

As enterprise AI-agent spending rises and only an estimated quarter of AI initiatives achieve expected returns, leaders face growing pressure to identify which agents create measurable business value and which should be changed or retired. Dataiku’s Agent Management is presented as a way to evaluate each agent across cost, business outcomes, and risk, tracking token consumption, real usage, defined success metrics such as hours saved or escalations avoided, and portfolio-wide governance exposure. The approach contrasts organizations that fund agents based on persuasive proposals with those that use evidence to decide what to scale, refocus, or discontinue. Examples from Dataiku Succeed 2026 and Solidigm emphasize maintaining an inventory of agents, allowing outcome owners to build responsibly, and acting early before a growing agent portfolio becomes difficult to supervise.

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.