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Dell introduces new AI infrastructure metrics and data engine

Dell Technologies is introducing new metrics, "time to token" and "cost per token," to better evaluate AI infrastructure investments. These metrics aim to align infrastructure decisions with tangible outcomes, especially for demanding agentic AI systems. The company also unveiled a new data orchestration engine for its AI Data Platform, designed to accelerate the connection of enterprise data to AI models and agents, promising significant performance gains in indexing, querying, and processing speed. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT New metrics and data orchestration tools aim to streamline enterprise AI adoption and improve cost-efficiency for AI workloads.

RANK_REASON Company announces new product features and evaluation metrics for AI infrastructure. [lever_c_demoted from significant: ic=1 ai=0.7]

Read on Forbes — Innovation →

Dell introduces new AI infrastructure metrics and data engine

COVERAGE [1]

  1. Forbes — Innovation TIER_1 · Maribel Lopez, Senior Contributor ·

    Dell Shares AI Advances And New Metrics To Evaluate Infrastructure

    Dell Technologies World 2026 keynote: why time to token and cost per token are now the essential metrics for enterprise AI infrastructure decisions.