IBM Big Data Hub

APRIL 15, 2024

Additionally, these accelerators are pre-integrated with various cloud AI services and recommend the best LLM (large language model) for their domain. Contextual data understanding Data systems often cause major problems in manufacturing firms. Generative AI can create foundation models for assets.

Manufacturing 95

Manufacturing Contextual Data Knowledge Discovery Data Lake 95

AWS Big Data

APRIL 2, 2024

In this post, we share what we heard from our customers that led us to add the AI-generated data descriptions and discuss specific customer use cases addressed by this capability. We also detail how the feature works and what criteria was applied for the model and prompt selection while building on Amazon Bedrock.

Metadata 91

Metadata Metrics Data-driven Modeling 91

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

CIO Business Intelligence

MAY 2, 2023

Worse is when prioritized initiatives don’t have a documented shared vision, including a definition of the customer, targeted value propositions, and achievable success criteria. One recent study shows that only 50% follow a product-centric operating model focusing on customer centricity and delivering delightful customer experiences.

Digital Transformation 134

Digital Transformation IT Data-driven Metrics 134

CIO Business Intelligence

MAY 20, 2024

Knowledge assembly in action To better understand why organizations fall short when assembling knowledge, we must first understand how knowledge assembly unfolds, starting with some basic concepts: Data are raw, unorganized facts, such as numbers, text, and images, that lack context and meaning on their own.

Management 107

Management Interactive Measurement Marketing 107

CIO Business Intelligence

NOVEMBER 18, 2022

3M 360 Encompass is a collection of applications that work together to help hospitals streamline processes, receive accurate reimbursement, promote compliance, and make data-informed decisions. The cloud served as the foundation for this transformation.

Insurance 73

Insurance Contextual Data Testing Unstructured Data 73

Alation

JUNE 28, 2022

A metadata management framework combines organizational structure and a set of tools to create a data asset taxonomy. Document type: describes creation, storage, and use during business processes. Collaborate more effectively: Break down data silos for better understanding of data assets across all business units.

Metadata 52

Metadata Management Data Governance Machine Learning 52