Beyond Data Silos: Unlocking Business Insights with AI-Powered Knowledge Integration
2025-02-24
Traditional BI is limited by structured data silos. Tools like Snowflake and Segment connected CRMs, marketing automation, etc., but ignored unstructured knowledge silos like Slack conversations and Jira tickets. LLMs and tools like Glean are breaking down knowledge silos, but data and knowledge remain distinct. This article explores combining data and knowledge silo power, using examples (analyzing H-1B visas and layoffs) to demonstrate the advantages. It introduces Hyperarc's new technology, using graph RAG to break down questions into sub-questions for data and knowledge silos, integrating answers for more comprehensive business insights.
AI
Data Silos