IBM Journey to AI blog

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. A data store lets a business connect existing data with new data and discover new insights with real-time analytics and business intelligence. Track models and drive transparent processes.

Metadata 220

Metadata Explainability Automation Explainable AI 220

AWS Machine Learning Blog

MARCH 18, 2025

Intelligent insights and recommendations Using its large knowledge base and advanced natural language processing (NLP) capabilities, the LLM provides intelligent insights and recommendations based on the analyzed patient-physician interaction. These insights can include: Potential adverse event detection and reporting.

LLM 115

LLM NLP Data Integration AI 115

IBM Journey to AI blog

JULY 17, 2023

These encoder-only architecture models are fast and effective for many enterprise NLP tasks, such as classifying customer feedback and extracting information from large documents. ” Vitaly Tsivin, EVP Business Intelligence at AMC Networks. To bridge the tuning gap, watsonx.ai Later this year, it will leverage watsonx.ai

Machine Learning 186

Machine Learning Metadata Automation AI 186

Unite.AI

SEPTEMBER 19, 2024

IQ is about making data exploration and visualization as intuitive as possible by using natural language processing (NLP). Traditional business intelligence tools often struggle with the volume and speed of this data. What measures are in place to prevent metadata leakage when using HeavyIQ? How does HEAVY.AI

Metadata 130

Metadata Big Data Large Language Models Natural Language Processing 130

AWS Machine Learning Blog

NOVEMBER 15, 2023

As a first step, they wanted to transcribe voice calls and analyze those interactions to determine primary call drivers, including issues, topics, sentiment, average handle time (AHT) breakdowns, and develop additional natural language processing (NLP)-based analytics.

Data Ingestion 121

Data Ingestion Metadata NLP Data Scientist 121

AWS Machine Learning Blog

JUNE 25, 2024

Businesses can use LLMs to gain valuable insights, streamline processes, and deliver enhanced customer experiences. In addition, the generative business intelligence (BI) capabilities of QuickSight allow you to ask questions about customer feedback using natural language, without the need to write SQL queries or learn a BI tool.

Automation 129

Automation Prompt Engineer Prompt Engineering Categorization 129

AWS Machine Learning Blog

SEPTEMBER 28, 2023

Each request/response interaction is facilitated by the AWS SDK and sends network traffic to Amazon Lex (the NLP component of the bot). Metadata about the request/response pairings are logged to Amazon CloudWatch. The CloudWatch log group is configured with a subscription filter that sends logs into Amazon OpenSearch Service.

Generative AI 129

Generative AI Artificial Intelligence Artificial Intelligence Large Language Models 129