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Why Capital One Built Its Multi-agent AI Platform Around Open-weight Models

Presented by Capital One At VB Transform 2026 , Kel Vanee, MVP of machine learning engineering at Capital One, spoke with Sam Witteveen, Senior Technology.

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Why Capital One built its multi-agent AI platform around open-weight models
VentureBeatAug 13, 2026
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AI ConceptFoundational AI

Machine Learning

Machine Learning is a branch of artificial intelligence focused on building systems that learn from data, identify patterns, and make decisions with minimal human intervention. It represents the broader field that includes deep learning and classical statistics.

AI ConceptAgentic Systems

Agentic AI

Agentic AI refers to artificial intelligence systems designed to act autonomously, make decisions, plan workflows, and execute tasks without constant human intervention. Unlike traditional models that only respond to queries, agentic systems use an agentic loop to perceive environments, reason over goals, use tools, and iterate to achieve outcomes.

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