CIO Business Intelligence

JANUARY 24, 2024

Great for: Extracting meaning from unstructured data like network traffic, video & speech. Downsides: Lower accuracy; the source of dumb chatbots; not suited for unstructured data. Retraining, refining, and optimizing create efficiency so you can run on less expensive hardware. Learn more. [1]

Deep Learning 86

Deep Learning Unstructured Data Machine Learning Modeling 86

IBM Big Data Hub

DECEMBER 5, 2023

Generative AI excels at handling diverse data sources such as emails, images, videos, audio files and social media content. This unstructured data forms the backbone for creating models and the ongoing training of generative AI, so it can stay effective over time. trillion on retail businesses through 2029.

Unstructured Data 92

Unstructured Data Cost-Benefit Experimentation Machine Learning 92

IBM Big Data Hub

NOVEMBER 29, 2023

In 2023, the IBM® Institute for Business Value (IBV) surveyed 2,500 global executives and found that best-in-class companies are reaping a 13% ROI from their AI projects—more than twice the average ROI of 5.9%. Non-symbolic AI can be useful for transforming unstructured data into organized, meaningful information.

Unstructured Data 87

Unstructured Data Data-driven ROI Machine Learning 87

CIO Business Intelligence

MAY 8, 2024

Process automation and improvement is a perennial CIO agenda item, and the call for business process optimization is only getting louder — especially for those processes directly tied to the bottom line. Insurance companies can use AI to summarize long medical charts, to classify documents, and to find patterns in unstructured data, he says.

IT 93

IT Cost-Benefit Insurance Unstructured Data 93

IBM Big Data Hub

OCTOBER 30, 2023

IBM, a pioneer in data analytics and AI, offers watsonx.data, among other technologies, that makes possible to seamlessly access and ingest massive sets of structured and unstructured data. The retailer uses these insights to optimize inventory levels, reduce costs and enhance efficiency.

Insurance 80

Insurance Data Warehouse Data-driven Unstructured Data 80

CIO Business Intelligence

NOVEMBER 1, 2023

It will be optimized for development in Java and JavaScript, although it’ll also interoperate with SAP’s proprietary ABAP cloud development model, and will use SAP’s Joule AI assistant as a coding copilot. Those initiatives will be made available to users of the new SAP Build Code, among other tools.

Enterprise 129

Enterprise Cost-Benefit Unstructured Data Software 129

CIO Business Intelligence

JANUARY 20, 2023

Topping the list of executive priorities for 2023—a year heralded by escalating economic woes and climate risks—is the need for data driven insights to propel efficiency, resiliency, and other key initiatives. 2] Foundational considerations include compute power, memory architecture as well as data processing, storage, and security.

Analytics 129

Analytics Key Performance Indicator Unstructured Data IoT 129

IBM Big Data Hub

MAY 9, 2023

IBM today announced it is launching IBM watsonx.data , a data store built on an open lakehouse architecture, to help enterprises easily unify and govern their structured and unstructured data, wherever it resides, for high-performance AI and analytics. What is watsonx.data?

Data Warehouse 75

Data Warehouse Cost-Benefit Recreation/Entertainment Unstructured Data 75

CIO Business Intelligence

JUNE 7, 2022

Those numbers represent the projected growth of chatbot interactions among banking customers between 2019 to 2023 and the cost savings from 862 hours less of work by support personnel, according to research by Juniper Research. NLP solutions can be used to analyze the mountains of structured and unstructured data within companies.

Unstructured Data 87

Unstructured Data Deep Learning Insurance Interactive 87

Ontotext

JANUARY 29, 2024

In 2023, data leaders and enthusiasts were enamored of — and often distracted by — initiatives such as generative AI and cloud migration. LLMs can optimize several tasks, such as updating taxonomies, classifying entities, and extracting new properties and relationships from unstructured data.

Strategy 52

Strategy Management Metadata Data-driven 52

AWS Big Data

MARCH 7, 2024

Organizations often need to manage a high volume of data that is growing at an extraordinary rate. At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. Cold storage is optimized to store infrequently accessed or historical data.

Data Lake 115

Data Lake Analytics Dashboards Metrics 115

AWS Big Data

MARCH 10, 2023

Since the deluge of big data over a decade ago, many organizations have learned to build applications to process and analyze petabytes of data. Data lakes have served as a central repository to store structured and unstructured data at any scale and in various formats.

Data Lake 105

Data Lake Sales Data Warehouse Snapshot 105

datapine

DECEMBER 4, 2019

Nevertheless, predictive analytics has been steadily building itself into a true self-service capability used by business users that want to know what future holds and create more sustainable data-driven decision-making processes throughout business operations, and 2020 will bring more demand and usage of its features.

Business Intelligence 212

Business Intelligence Prescriptive Analytics Analytics Predictive Analytics 212

Laminar Security

MAY 3, 2023

According to our recent State of Cloud Data Security Report 2023 , 77% of organizations experienced a cloud data breach in 2022. That’s particularly concerning considering that 60% of worldwide corporate data was stored in the cloud during that same period. The first step in combating shadow data is discovering it.

Management 52

Management Risk Risk Management Data Processing 52

Sisense

AUGUST 21, 2020

Gartner: “Within the current pandemic context, AI techniques such as machine learning (ML), optimization and natural language processing (NLP) are providing vital insights and predictions about the spread of the virus and the effectiveness and impact of countermeasures. Trend 5: Augmented data management.

Analytics 112

Analytics Machine Learning Dashboards Visualization 112

AWS Big Data

MARCH 2, 2023

How Apache Iceberg addresses what customers want in modern data lakes More and more customers are building data lakes, with structured and unstructured data, to support many users, applications, and analytics tools. As of January 2023, the latest release is 6.9.0. On the Amazon EMR console, choose Create cluster.

Data Lake 120

Data Lake Data Processing Metadata Snapshot 120