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 71

Enterprise Data Integration Data Quality Contextual Data 71

IBM Big Data Hub

AUGUST 23, 2023

The recent success of artificial intelligence based large language models has pushed the market to think more ambitiously about how AI could transform many enterprise processes. However, consumers and regulators have also become increasingly concerned with the safety of both their data and the AI models themselves.

Data Governance 52

Data Governance Enterprise Modeling Risk 52

CIO Business Intelligence

APRIL 27, 2022

IAM must be balanced for three things — speed, risk, and usability. However, speed must be balanced with each organization’s unique risks. While the right IAM structure can reduce risk, insufficient IAM can increase risk. . While the right IAM structure can reduce risk, insufficient IAM can increase risk. .

Management 52

Management Risk Contextual Data Cost-Benefit 52

CIO Business Intelligence

NOVEMBER 18, 2022

With AWS tools such as Amazon QuickSight and Amazon SageMaker , 3M HIS’s clients can “get there” today: “Now our clients not only have a cloud-based instance for their data, but they gain access to tools they never had before and get the ability to do things they otherwise wouldn’t,” Dolezal said.

Insurance 75

Insurance Contextual Data Testing Unstructured Data 75

Alation

JUNE 28, 2022

Collaborate more effectively: Break down data silos for better understanding of data assets across all business units. Create taxonomies and modeling languages: Enrich data analytics by enhancing relationships between data for ensuring consistent modeling outcomes when new data is introduced.

Metadata 52

Metadata Management Data Governance Machine Learning 52

IBM Big Data Hub

DECEMBER 16, 2022

It also serves as a governance tool to drive compliance with data privacy and industry regulations. In other words, a data catalog makes the use of data for insights generation far more efficient across the organization, while helping mitigate risks of regulatory violations. Meaningful business context.

Metadata 52

Metadata Data Quality Data-driven Data Governance 52

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 122

Management Interactive Measurement Marketing 122

CIO Business Intelligence

MAY 1, 2025

Salesforce AI Research today unveiled new benchmarks, guardrails, and models aimed at enhancing the agentic AI in the enterprise. We are planning to power those using large action models (xLAMs). This is the frontier model stage. The brain and actuator go hand-in-hand, Savarese said.

Enterprise 82

Enterprise Modeling Contextual Data Testing 82

CIO Business Intelligence

MAY 6, 2025

Predictive analytics: Turning insight into foresight Predictive analytics uses historical data and statistical models or machine learning algorithms to answer the question, What is likely to happen? This is where we blend optimization engines, business rules, AI and contextual data to recommend or automate the best possible action.

Prescriptive Analytics 78

Prescriptive Analytics Predictive Analytics Descriptive Analytics ROI 78