From a Data Swamp to a Data Agent You Can Trust: What It Actually Takes

Can your AI agent find your data, understand what it means, and access only what it’s allowed to, without human help? In most organizations, the AI investment has already been made, but the data and infrastructure underneath it were never built for a non-human consumer: siloed sources, nothing discoverable, two tables with similar names and no label saying which one is current. The model isn’t the problem; the fundamentals underneath it are. In this session, Grzegorz Król will walk through the four Data Agent skills (find, understand, secure, trust) and the ten technical layers each one depends on, drawing on open standards and patterns from real production environments, with no vendor framework and nothing that only works on one platform. The talk closes with a live demo of these principles in practice. Please note: Adding this session to your agenda does not guarantee admission. Admission will be granted on a first-come, first-served basis until room capacity is reached. Austin Tech Week session. Check the official listing for badge, capacity, and any separate RSVP requirements.

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