The 2026 DZone Trend Report reveals how teams are overcoming barriers related to cost, data, security, and governance to operationalize AI at scale.
In this DZone roundtable discussion, conducted by DZone’s Jesse Davis, you’ll hear from luminaries from Apryse, Denodo, Unstructured, Vertesia, Microsoft, and the Jagdish Sheth School of Management, as they unpack topics from the report, including:
- The issues of duplicated effort, inconsistent guardrails, and uneven observability
- The complex, variable role of observability across a variety of implementations
- The most effective uses of retrieval augmented generation (RAG)
- The Benefits of standardizing on internal tools for delivery
- The importance of standardizing the meaning of data, early on, to avoid not only errors in GenAI but also erroneous actions in agentic workflows
