From Idea To Insight: How GB10 Powers Three End-To-End Customer Scenarios
Dell, Friday, March 6th, 2026
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By the end of 2026, 40% of enterprise applications will incorporate task-specific AI agents, according to Forbes Tech Council. But here's the problem most organizations are discovering that running powerful AI models is expensive, complex, and often overkill for everyday tasks.
Ask a 70-billion parameter model,'How's your day going?' and you've just burned through compute power that should have been reserved for solving actual complex problems. Send proprietary data to a third-party API, and you've potentially created a compliance nightmare. Wait for cloud-based models to generate responses, and you've frustrated users who expect instant results.
The gap between AI's promise and practical deployment has never been wider. Enterprise IT teams face a stark choice: waste resources on oversized solutions or compromise on capability. But what if there were a third option?