IBM Journey to AI blog

MAY 9, 2023

Watsonx.data will be core to IBM’s new AI and Data platform, IBM watsonx, announced today at IBM Think. Through workload optimization an organization can reduce data warehouse costs by up to 50 percent by augmenting with this solution. [1] What is watsonx.data?

Data Platform 182

Data Platform Business Intelligence AI AI 182

IBM Journey to AI blog

DECEMBER 14, 2023

IBM introduced watsonx as the AI and data platform built for business. A deployable architecture is a cloud automation for deploying a common architectural pattern that combines one or more cloud resources that are designed for easy deployment, scalability and modularity. Automated regression tests are a dynamite.

Automation 166

Automation Large Language Models Software Development Data Platform 166

IBM Journey to AI blog

AUGUST 2, 2023

This type of customer care was a process that could certainly be automated. Lack of automation also raised the issue that digital customer care was bound within specified hours. Watson Assistant is a versatile solution for a wide range of services and can be a powerful tool in IT automation. –5 p.m.

Conversational AI 171

Conversational AI Chatbots Automation Natural Language Processing 171

IBM Journey to AI blog

FEBRUARY 13, 2024

Automate tedious, repetitive tasks. Generative AI is being used to automatically update and maintain code across different platforms. In addition, Well-developed prompts and inputs direct generative models to output creative content for emails, blogs, social media posts and websites. Best practices are evolving rapidly.

Generative AI 297

Generative AI AI AI Chatbots 297

IBM Journey to AI blog

DECEMBER 5, 2023

Generative AI can likewise use historical sales data and external factors to help predict demand more accurately to prevent stockouts and excess inventory while also automating inventory replenishment and allocation. By efficiently managing these aspects, retailers can streamline their operations and boost overall performance.

Generative AI 228

Generative AI AI AI Automation 228

IBM Journey to AI blog

NOVEMBER 10, 2023

When combined with artificial intelligence (AI), an interoperable healthcare data platform has the potential to bring about one of the most transformational changes in history to US healthcare, moving from a system in which events are currently understood and measured in days, weeks, or months into a real-time inter-connected ecosystem.

AI 243

AI AI Natural Language Processing Automation 243

IBM Journey to AI blog

AUGUST 17, 2023

Year after year, IBM Consulting works with the United States Tennis Association (USTA) to transform massive amounts of data into meaningful insight for tennis fans. This year, the USTA is using watsonx , IBM’s new AI and data platform for business.

Generative AI 227

Generative AI Metadata AI AI 227

IBM Journey to AI blog

SEPTEMBER 20, 2023

On the backend, AI likewise has the potential to supercharge digital modernization in by, for example, automating the migration of legacy software to more flexible cloud-based applications, or accelerating mainframe application modernization. appeared first on IBM Blog. Let’s embrace the age of AI value creation together.

Generative AI 253

Generative AI AI AI Explainability 253

IBM Journey to AI blog

JUNE 12, 2023

A long-standing partnership between IBM Human Resources and IBM Global Chief Data Office (GCDO) aided in the recent creation of Workforce 360 (Wf360), a workforce planning solution using IBM’s Cognitive Enterprise Data Platform (CEDP). What is data quality? First they need to know if the data is accurate.

Data Quality 159

Data Quality Automation Data Ingestion Data Platform 159

IBM Journey to AI blog

APRIL 10, 2023

A well-designed data architecture should support business intelligence and analysis, automation, and AI—all of which can help organizations to quickly seize market opportunities, build customer value, drive major efficiencies, and respond to risks such as supply chain disruptions.

ESG 217

ESG Metadata AI AI 217

IBM Journey to AI blog

JANUARY 9, 2024

Successful hybrid cloud strategies require a unified control and management plane, enabling automated deployment of applications across various environments, comprehensive observability and improved cyber resiliency. The recipe for XaaS success appeared first on IBM Blog.

Data Ingestion 168

Data Ingestion Automation Data Platform AI 168

IBM Journey to AI blog

APRIL 9, 2024

This allows the Masters to scale analytics and AI wherever their data resides, through open formats and integration with existing databases and tools. “Hole distances and pin positions vary from round to round and year to year; these factors are important as we stage the data.”

Machine Learning 199

Machine Learning AI AI ML 199

IBM Journey to AI blog

AUGUST 2, 2023

Wf360 delivers one integrated HR profile spanning career, skills, performance, learning, and compensation, incorporating both daily snapshots and historical data. What is data quality? With its automation capabilities, IBM Knowledge Catalog enforces business data quality rules and identifies anomalies.

Data Quality 151

Data Quality Automation Data Scientist Data Platform 151

IBM Journey to AI blog

DECEMBER 15, 2023

The use of simple automation Many customer service tasks can and should be automated rather than require a customer to talk to a customer service agent. These simple automations answer the customer’s needs while saving their time—they don’t have to call customer support and wait for a human representative.

Machine Learning 171

Machine Learning Artificial Intelligence Artificial Intelligence Conversational AI 171

IBM Journey to AI blog

AUGUST 17, 2023

IBM iX , the experience design arm of IBM Consulting, and IBM’s AI consultants work with the United States Tennis Association (USTA) to integrate technology from dozens of partners, automate key business processes and develop new features. Most importantly though, the teams focus on delivering world-class digital experiences to fans.

DevOps 129

DevOps Natural Language Processing Automation Large Language Models 129

IBM Journey to AI blog

JUNE 21, 2023

And this year, Wimbledon is tapping into the power of generative AI, producing new digital experiences on the Wimbledon app and website using IBM’s new trusted AI and data platform, watsonx. Read about the Wimbledon campaign The post Enhancing the Wimbledon fan experience with AI from watsonx appeared first on IBM Blog.

Natural Language Processing 177

Natural Language Processing AI AI Large Language Models 177

IBM Journey to AI blog

DECEMBER 13, 2023

Read the blog: How generative AI is transforming customer service Customer service types that organizations should prioritize By offering different types of customer service and several customer support channels, organizations demonstrate they are investing in customer care.

Chatbots 188

Chatbots Generative AI DevOps Conversational AI 188

IBM Journey to AI blog

AUGUST 31, 2023

IBM watsonx Assistant connects to watsonx, IBM’s enterprise-ready AI and data platform for training, deploying and managing foundation models, to enable business users to automate accurate, conversational question-answering with customized watsonx large language models.

Generative AI 201

Generative AI Large Language Models LLM AI 201

IBM Journey to AI blog

JUNE 15, 2023

To help organizations scale AI workloads, we recently announced IBM watsonx.data , a data store built on an open data lakehouse architecture and part of the watsonx AI and data platform. Let’s dive into the analytics landscape and what makes watsonx.data unique.

Automation 219

Automation Big Data Artificial Intelligence Artificial Intelligence 219

IBM Journey to AI blog

AUGUST 1, 2023

As the demand for more and better content explodes, top global companies, including IBM, are now doubling down on automation and AI. We are currently focused on accelerating delivery and execution, starting with demand automation. We have gone from using three different demand tools down to just one.

Generative AI 150

Generative AI Automation AI AI 150

IBM Journey to AI blog

JULY 27, 2023

One example of this is reducing labor burdens by automating ticket assistance through IT operations. Precisely conducted a study that found that within enterprises, data scientists spend 80% of their time cleaning, integrating and preparing data , dealing with many formats, including documents, images, and videos.

Generative AI 137

Generative AI AI AI Chatbots 137

IBM Journey to AI blog

SEPTEMBER 6, 2023

Watsonx , IBM’s enterprise-ready AI and data platform, is designed to help marketing and other business leaders confidently move into the generative AI arena. n count (200) The post Data is essential: Building an effective generative AI marketing strategy appeared first on IBM Blog.

Generative AI 286

Generative AI AI AI AI Tools 286

IBM Journey to AI blog

SEPTEMBER 20, 2023

These include data ingestion, data selection, data pre-processing, FM pre-training, model tuning to one or more downstream tasks, inference serving, and data and AI model governance and lifecycle management—all of which can be described as FMOps. IBM watsonx consists of the following: IBM watsonx.ai

Large Language Models 211

Large Language Models DevOps AI Modeling Automation 211

IBM Journey to AI blog

OCTOBER 20, 2023

AI platforms offer a wide range of capabilities that can help organizations streamline operations, make data-driven decisions, deploy AI applications effectively and achieve competitive advantages. Some AI platforms also provide advanced AI capabilities, such as natural language processing (NLP) and speech recognition.

Machine Learning 182

Machine Learning Automation AI AI 182

IBM Journey to AI blog

JANUARY 10, 2024

The automation and continuous learning features of AI-based programs enable developers to scale processes quickly and with relative ease, representing one of the key advantages of ai. It’s worth mentioning, however, that automation can have significant job loss implications for the workforce.

Artificial Intelligence 191

Artificial Intelligence Artificial Intelligence Neural Network Algorithm 191

IBM Journey to AI blog

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. The LLM solution has resulted in an 80% reduction in manual effort and in 90% accuracy of automated tasks. Watsonx.ai

Generative AI 135

Generative AI Auto-complete AI AI 135

IBM Journey to AI blog

JANUARY 5, 2023

The first generation of data architectures represented by enterprise data warehouse and business intelligence platforms were characterized by thousands of ETL jobs, tables, and reports that only a small group of specialized data engineers understood, resulting in an under-realized positive impact on the business.

Data Quality 130

Data Quality Metadata ETL Big Data 130

IBM Journey to AI blog

SEPTEMBER 25, 2023

But what most people don’t realize is that behind the scenes, Uber is not just a transportation service; it’s a data and analytics powerhouse. Every day, millions of riders use the Uber app, unwittingly contributing to a complex web of data-driven decisions. Consider the magnitude of Uber’s footprint.

Automation 219

Automation ETL Data Scientist Data Platform 219

IBM Journey to AI blog

SEPTEMBER 27, 2023

These include: Text generation Open source LLM models allow you to create an app with language generation abilities, such as writing emails, blog posts or creative stories. To help organizations address these needs and multiply the impact of AI, IBM offers watsonx, our enterprise-ready AI and data platform.

Large Language Models 232

Large Language Models LLM Explainability Chatbots 232

IBM Journey to AI blog

JULY 27, 2023

Unsurprisingly, the hunger for AI-based solutions has created high demand for education around Automation. Partners can now embed core AI technology like Watson Natural Language Processing (NLP) to make application experiences more intelligent, or Watson Discovery to infuse automation into core business workflows.

Natural Language Processing 140

Natural Language Processing AI AI Generative AI 140

IBM Journey to AI blog

AUGUST 4, 2023

It’s often described as a way to simply increase data access, but the transition is about far more than that. When effectively implemented, a data democracy simplifies the data stack, eliminates data gatekeepers, and makes the company’s comprehensive data platform easily accessible by different teams via a user-friendly dashboard.

Machine Learning 149

Machine Learning AI AI Automation 149

IBM Journey to AI blog

JUNE 8, 2023

The reefs are also equipped with the BluBoxx™ ocean data platform, and can be adapted to different environments to monitor and collect a wide range of ocean data.

ESG 193

ESG Data Platform Actionable Intelligence Business Intelligence 193

IBM Journey to AI blog

MAY 21, 2024

IBM had just released watsonx, its commercial generative AI and scientific data platform based on cloud. See what watsonx can do The post Shooting to score with Scout Advisor’s NLP appeared first on IBM Blog. Therefore, a partnership to extract the most value from our scouting reports using AI was the right initiative.”

NLP 169

NLP Natural Language Processing Explainability Generative AI 169

IBM Journey to AI blog

SEPTEMBER 19, 2023

To pursue a data science career, you need a deep understanding and expansive knowledge of machine learning and AI. To pursue a data science career, you need a deep understanding and expansive knowledge of machine learning and AI. And you should have experience working with big data platforms such as Hadoop or Apache Spark.

Data Science 194

Data Science Data Scientist Machine Learning Data Mining 194

IBM Journey to AI blog

JULY 17, 2023

IBM software products are embedding watsonx capabilities across digital labor, IT automation, security, sustainability, and application modernization to help unlock new levels of business value for clients. In this blog, I will cover: What is watsonx.ai? What capabilities are included in watsonx.ai? What is watsonx.data?

Machine Learning 157

Machine Learning AI AI Metadata 157

IBM Journey to AI blog

OCTOBER 4, 2023

Enter IBM watsonx.data , a fit-for-purpose data store built on an open data lakehouse, to scale AI workloads, for all your data, anywhere. Watsonx.data is part of IBM’s AI and data platform, watsonx, that empowers enterprises to scale and accelerate the impact of AI across the business.

Metadata 197

Metadata AI Strategy AI AI 197

IBM Journey to AI blog

AUGUST 3, 2023

Watson Orchestrate can help automate and enhance the acquisition lifecycle from a single user interface that integrates with applications across our partner ecosystem. While watsonx started rolling out in July, it has already transformed the fan experience for IBM clients including the Masters and Wimbledon. Using the IBM watsonx.ai

Generative AI 100

Generative AI Automation Data Platform Responsible AI 100