IBM Big Data Hub

JANUARY 9, 2024

Companies still often accept the risk of using internal data when exploring large language models (LLMs) because this contextual data is what enables LLMs to change from general-purpose to domain-specific knowledge. In the generative AI or traditional AI development cycle, data ingestion serves as the entry point.

Enterprise 73

Enterprise Data Integration Data Quality Contextual Data 73

IBM Big Data Hub

AUGUST 23, 2023

Data governance for LLMs The best breakdown of LLM architecture I’ve seen comes from this article by a16z (image below). It is supported by querying, governance and open data formats to access and share data across the hybrid cloud. A strong data foundation is critical for the success of AI implementations.

Data Governance 53

Data Governance Enterprise Modeling Risk 53

erwin

JULY 17, 2019

Part Two of the Digital Transformation Journey … In our last blog on driving digital transformation , we explored how enterprise architecture (EA) and business process (BP) modeling are pivotal factors in a viable digital transformation strategy. erwin Data Literacy provides self-service, role-based, contextual data views.

Digital Transformation 98

Digital Transformation Strategy Metadata Data-driven 98

Ontotext

JANUARY 11, 2023

It’s best to think of knowledge graphs as a rich network of meaningfully connected data about products, people, locations, personal preferences, suppliers, etc. As such, they incorporate information and develop inferences from otherwise disconnected systems to enable efficient insights and operations based on contextualized data.

Contextual Data 52

Contextual Data Interactive Data-driven Marketing 52

Ontotext

JUNE 3, 2020

By promoting a method of representation using a contextual data framework (one which provides the context in which a thing, place, person, group, event or period is recorded), rather than using existing documentation standards, a richer semantic representation could be used more relevant to a wider range of audiences and users.

Contextual Data 98

Contextual Data Metadata Digital Transformation Technology 98

IBM Big Data Hub

DECEMBER 16, 2022

With a data catalog, Alex can discover data assets she may have never found otherwise. An enterprise data catalog automates the process of contextualizing data assets by using: Business metadata to describe an asset’s content and purpose. A business glossary to explain the business terms used within a data asset.

Metadata 52

Metadata Data Quality Data-driven Data Governance 52