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UID:pretalx-devconf-us-2025-XWPX3A@pretalx.devconf.info
DTSTART;TZID=EST:20250919T160000
DTEND;TZID=EST:20250919T163500
DESCRIPTION:n today’s fast-paced\, data-driven world\, accessing and anal
 yzing structured data efficiently is essential for timely decision-making.
  Yet\, traditional SQL-based querying often limits accessibility to techni
 cal users. IBM’s Semantic Layer\, a key component of the Data Intelligen
 ce Platform\, eliminates this barrier by allowing business users to intera
 ct with complex data using natural language.\nIn this session\, we’ll sh
 owcase how IBM leverages generative AI to enrich metadata and drive natura
 l language to SQL (Text2SQL) transformations—empowering users across the
  enterprise. We’ll explore the technical architecture\, including model 
 selection\, semantic parsing\, schema linking\, enrichment pipelines\, and
  query optimization. You’ll see real-world examples of a conversational 
 analytics agent that delivers deeper insights from business data.\nThis so
 lution is deployed on IBM’s Multi-Cloud SaaS Platform\, powered by AWS s
 ervices and running on Red Hat OpenShift. Whether you're a developer\, dat
 a scientist\, or business stakeholder\, this session will demonstrate how 
 IBM and AWS together enable smarter\, more intuitive ways to work with dat
 a.
DTSTAMP:20260311T003431Z
LOCATION:Ladd Room (Capacity 170)
SUMMARY:Unlocking Business Insights with Natural Language and Generative AI
  - Vijaya Bashyam\, Neerju gupta
URL:https://pretalx.devconf.info/devconf-us-2025/talk/XWPX3A/
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