Dive Brief:
- The Linux Foundation launched the Tokenomics Foundation at the FinOps X 2026 conference this week as rising AI costs capture executives’ attention. The Tokenomics Foundation, working alongside the FinOps Foundation, will develop best practices and frameworks for managing enterprise AI use at scale, according to the foundation’s website.
- Tokens are used as a unit of measure for AI use and have become a method for pricing services. While only accounting for a portion of AI spend, they’re the most easily metered layer, according to the website. The Tokenomics Foundation will unite stakeholders including enterprises using vast amounts of tokens, hyperscalers and frontier model developers, to better understand token usage and tie AI use to business value.
- “How do we measure all this? How do we standardize pricing and price changes? How do we price for uncertainty and failure in our AI experiments? The Tokenomics Foundation will be a vendor-neutral home for solving, and hopefully defining, some of these token economics questions we all still have, together,” J.R. Storment, executive director of the FinOps Foundation, said during the conference keynote on Tuesday.
Dive Insight:
As AI costs creep up, enterprise leaders are grappling with how to balance spend and usage.
Oracle is now offering a limited rollout of token bundles in a bid to give enterprises more predictability over their AI spend. Meanwhile, AWS this week launched the public preview of its AWS FinOps Agent to provide visibility into AI cost anomalies.
Storment said companies want clear financial controls when it comes to AI use.
“This is an urgent need for these giant consumers,” Storment said during Tuesday’s conference keynote. Storment will be responsible for hiring the Tokenomics Foundation team focused on managing AI costs.
The Tokenomics Foundation will work closely with the Linux Foundation, a nonprofit organization that unites stakeholders on technology projects. In December, the Linux Foundation launched the Agentic AI Foundation alongside cofounders Anthropic, Block and OpenAI.
Anthropic donated its Model Context Protocol to the Agentic AI Foundation, joining OpenAI’s guide for AI agent development Agents.md and AI agent Goose by Block.
“We’re going to bring all of this together into a single practitioner community focused on tech value,” Storment said on Tuesday.
Rising AI costs are also prompting a role shift for FinOps teams, which have traditionally focused on managing cloud spend. FinOps teams are increasingly helping define the business value of technology, with nearly half aligning spend with business outcomes, according to Flexera’s 2026 State of the Cloud report.
Pooja Kumar, VP of cloud strategy and transformation at Prudential Financial, said during the Tuesday keynote that FinOps will play a critical role in the age of AI as teams evolve to create visibility into AI spend and manage costs.
“We went on a mission to build a cost-aware culture, so every single person in the company was thinking about cost,” Kumar said. “Every stage in that journey felt mature until the next wave made it look primitive. AI is the biggest wave yet.”
