Breaking Analysis with Dave Vellante
Unifying intelligence in the age of data apps
Jan 13, 2024
The podcast discusses the future of intelligent data apps, the concept of semantic layers, challenges in building enterprise models, shifting to an intelligent model of the business, retrieval augmented generation, and the future possibilities of applications.
43:57
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Quick takeaways
- The shift to a data-centric world allows the creation of a prescriptive model that integrates top-down plans with bottom-up activities in organizations, facilitated by a semantic layer that unifies intelligence trapped in application silos.
- Semantic layers and knowledge graphs revolutionize business operations by enabling more efficient decision-making, aligning planning, simulation, optimization, and operations through the creation of digital twins of businesses.
Deep dives
The Shift to Data-Centric Operations
The podcast episode explores the shift from an application-centered world to a data-centric one, where logic is embedded in the data rather than locked up in application silos. This shift enables the creation of a prescriptive model of an organization's operations that can integrate top-down plans with bottom-up activities. Unlike traditional data platforms based on historical systems of truth, this new model relies on a semantic layer that unifies the intelligence within application silos, allowing for dynamic connections and digital representation of various dimensions of a business.
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