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FinOps X 2026 marked a major shift in how organizations think about AI cost. The conference introduced AI token economics as a core discipline, highlighting that token invoices represent just one of nine cost buckets.
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Mavvrik now combines Claude Analytics data with OpenTelemetry activity data to attribute costs across users, teams, sessions, models, and workflows so organizations can investigate, allocate, and govern AI spending more accurately.
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451 Research (S&P Global) examined Mavvrik’s platform, its new Agentic Cost Intelligence SDK, and the Ingram Micro channel partnership. This is what they found.
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