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Dell introduces new AI infrastructure metrics and data engine

By PulseAugur Editorial · [1 sources] ·

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

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 →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Dell introduces new AI infrastructure metrics and data engine

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Research
Company announces new product features and evaluation metrics for AI infrastructure. [lever_c_demoted from significant: ic=1 ai=0.7]
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Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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product, infra
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High
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138 days old
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COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · 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.

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