Overview
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Discover how to overcome the data fragmentation challenges that cause 68% of enterprise AI initiatives to fail in this lightning talk from All Things Open. Learn to build contextually aware AI agents that seamlessly integrate real-time data across multiple enterprise platforms including Salesforce, Notion, Confluence, and Zendesk without requiring complex MLOps infrastructure. Explore practical implementation strategies for semantic RAG across disparate data sources while maintaining data privacy and designing effective human-in-the-loop touchpoints in automated workflows. Follow along with a live demonstration showing how one engineering team developed an AI sales assistant that reduced response times by 72% by connecting CRM data, support tickets, and contract systems in real-time. Gain actionable insights for creating cross-stack AI assistants that understand comprehensive account history, support interactions, and contract status to deliver more intelligent and contextually relevant responses in enterprise environments.
Syllabus
68% of enterprise AI fails here—here's how to fix it
Taught by
All Things Open