An answer to the token economics phenomenon: Linux Foundation Tokenomicon
Tokenomics, for the uninitiated, is a practice designed to analyse the economic design, supply and distribution mechanisms governing an AI agent’s utility token use and wider ecosystem.
Following last week’s announcement of the intent to launch the Tokenomics Foundation, the Linux Foundation has now unveiled Tokenomicon.
Tricky to say out loud (it doesn’t rhyme with much apart from Necronomicon), Tokenomicon evolves from what has the stand-alone FinOps X conference.
When is Tokenomicon?
The event will take place in San Diego,June 7-10, 2027.
Alongside the San Diego flagship, the Tokenomics community will gather at regional events, including: Amsterdam, September 22-23, 2026, and London, February 8-9,
The conference arrives as tokens become the new unit of technology spend. As enterprises move generative and agentic AI workloads from pilot to production, AI has become one of the largest and fastest-growing lines on the enterprise technology budget, yet the discipline to measure and govern that spend has not kept pace.
Goldman Sachs research projects global token usage will multiply roughly 24 times between 2026 and 2030.
Tokenomicon is built to close the gap, giving technology practitioners a neutral, community venue to compare cost and efficiency across models and providers and to turn AI spend into measurable business value.
“Naming the AI cost problem was the easy part. Tokenomicon is where the people actually solving it get in a room together. Practitioners, the companies buying AI at scale, the providers selling it, all working from the same facts. That is how a discipline gets built, and it is how the industry turns token spend into real business value,” said J.R. Storment, executive director of the FinOps Foundation.
The Linux Foundation also announced general availability of FOCUS v1.4, the open specification that normalizes billing data across cloud, SaaS, data center, and other technology vendors.
FOCUS 1.4 builds a bridge to finance
Ratified by the FOCUS Steering Committee on June 4, 2026, the release adds two datasets and 47 columns with zero incompatible changes for existing implementations.
FOCUS 1.4 is the first release that lets engineering, finance, and FinOps teams work from the same billing facts without provider-specific tooling. It closes three gaps: consistent cost recognition across providers through a provider-agnostic covered and covering charge framework, end-to-end invoice reconciliation through the new Invoice Detail and Billing Period datasets, and rigorous standards of data integrity that allow FOCUS to serve as a system of record. The release lays the groundwork for FOCUS 1.5, which will bring unit and token economics into view by introducing provider list pricing and native AI token tracking.
“The improvements will especially benefit engineering teams who must align with finance and accounting teams alongside FinOps practitioners, with end-to-end billing visibility from commitment to consumption to invoice,” said Mike Fuller, CTO of the FinOps Foundation. “FOCUS continues to answer the needs of multiple teams, with one specification to better maximize the business value of technology across an entire organisation.”
The Foundation launched two new certifications.
Preparing practitioners
The Technology Value certification equips practitioners to manage spend across multiple technology categories and apply the right FinOps approach to each. The AI Value certification extends that discipline to AI and token-based spend, preparing practitioners for the standards taking shape across the Tokenomics Foundation and FOCUS.
“As technology spending spans platforms and infrastructure types, practitioners need to understand their organisation’s business and technology goals to define where FinOps applies, how it operates in each context, and what success looks like,” said Steve Trask, Chief Operations Officer of the FinOps Foundation. “This certification builds those skills so practitioners maximise value across portfolio spending and apply the right FinOps approach to each one.”
The Tokenomics Foundation is a Linux Foundation program focused on the best practices and standards for managing the production, consumption and monetisation of tokens to generate business outcomes and AI value.
