CIO Business Intelligence

JANUARY 9, 2025

Predictive insights: By analyzing historical data, LLMs can make predictions about future system states. Structured outputs: In addition to reports in natural language, LLMs can also output structured data (such as JSON). Robert Glaser is Head of Data & AI at INNOQ. Pro can process up to 2,000,000 tokens.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

CIO Business Intelligence

NOVEMBER 22, 2024

Soumya Seetharam, CDIO at Corning, said the manufacturer has been on its data journey for a few years, with more than 70% of its business transaction data being ingested into a data platform. But that’s only structured data, she emphasized.

Unstructured Data 136

Unstructured Data Testing Modeling Enterprise 136

datapine

MAY 27, 2020

In recent years, analytical reporting has evolved into one of the world’s most important business intelligence components, compelling companies to adapt their strategies based on powerful data-driven insights. What Is An Analytical Report? But these more traditional report-writing methods are usually clunky and time-consuming.

Reporting 245

Reporting Analytics Dashboards Sales 245

CIO Business Intelligence

MARCH 21, 2022

Data scientists are becoming increasingly important in business, as organizations rely more heavily on data analytics to drive decision-making and lean on automation and machine learning as core components of their IT strategies. Data scientist job description. Semi-structured data falls between the two.

Unstructured Data 137

Unstructured Data Data Analytics Analytics Data Science 137

IBM Big Data Hub

APRIL 25, 2023

To do so, Presto and Spark need to readily work with existing and modern data warehouse infrastructures. Now, let’s chat about why data warehouse optimization is a key value of a data lakehouse strategy. To effectively use raw data, it often needs to be curated within a data warehouse.

Optimization 56

Optimization Strategy Data Warehouse Cost-Benefit 56

Smart Data Collective

FEBRUARY 3, 2021

A good example of this, an investment strategy like Fibonacci trading uses the Fibonacci sequence. The strategy is a reflection of nature since it orders the structures in line with the Fibonacci sequence. Traders have been using this strategy for quite some time. What Impact Is Big Data Having Towards Investing?

Big Data 140

Big Data Marketing Data Analytics Analytics 140

datapine

MAY 9, 2019

According to Better Buys, 85% of business leaders feel that using big data to their advantage will significantly improve the way they run their companies – and they’re not wrong. In turn, this will accelerate your overall success by helping you to formulate strategies more effectively and work towards essential benchmarks more efficiently.

Business Intelligence 270

Business Intelligence Dashboards Data Warehouse Visualization 270

Rocket-Powered Data Science

JULY 19, 2023

The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data. The ease with which such structured data can be stored, understood, indexed, searched, accessed, and incorporated into business models could explain this high percentage.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

AWS Big Data

MARCH 26, 2024

A Gartner Marketing survey found only 14% of organizations have successfully implemented a C360 solution, due to lack of consensus on what a 360-degree view means, challenges with data quality, and lack of cross-functional governance structure for customer data.

Data Strategy 78

Data Strategy Strategy Data Warehouse Prescriptive Analytics 78

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Let’s look at some of the key changes in the data pipelines namely, data cataloging, data quality, and vector embedding security in more detail.

Data Governance 109

Data Governance Unstructured Data Metadata Data Lake 109

CIO Business Intelligence

OCTOBER 30, 2023

The key is to make data actionable for AI by implementing a comprehensive data management strategy. That’s because data is often siloed across on-premises, multiple clouds, and at the edge. Getting the right and optimal responses out of GenAI models requires fine-tuning with industry and company-specific data.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

Rocket-Powered Data Science

JULY 14, 2023

The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data. The ease with which such structured data can be stored, understood, indexed, searched, accessed, and incorporated into business models could explain this high percentage.

Analytics 166

Analytics Internet of Things Data Science Prescriptive Analytics 166

AWS Big Data

DECEMBER 17, 2024

You can invoke these models using familiar SQL commands, making it simpler than ever to integrate generative AI capabilities into your data analytics workflows. Neeraja is a seasoned technology leader, bringing over 25 years of experience in product vision, strategy, and leadership roles in data products and platforms.

Data Lake 81

Data Lake Data Warehouse Data-driven Optimization 81

CIO Business Intelligence

MARCH 9, 2022

As a result, users can easily find what they need, and organizations avoid the operational and cost burdens of storing unneeded or duplicate data copies. Newer data lakes are highly scalable and can ingest structured and semi-structured data along with unstructured data like text, images, video, and audio.

Data Lake 119

Data Lake Unstructured Data Data Warehouse Big Data 119

Smart Data Collective

SEPTEMBER 16, 2022

Artificial intelligence is widely used in the field of providing solutions for investors and traders – almost all modern tools (algorithms, robots for formulating strategies, trading systems, digital brokers) used on the stock exchange are based on artificial intelligence. Fintech in particular is being heavily affected by big data.

Finance 130

Finance Unstructured Data Cost-Benefit Big Data 130

Alation

JULY 13, 2021

Accompanying this acceleration is the increasing complexity of data. Many organizations continue to handle structured data, transactional data, and log data. Complex data management is on the rise. Get the latest data cataloging news and trends in your inbox. Subscribe to Alation's Blog.

Strategy 52

Strategy Data mining Structured Data Data Governance 52

CIO Business Intelligence

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. It’s a powerful strategy.” So too is keeping your options open. That’s really valuable.”

Data Lake 134

Data Lake Machine Learning Data Warehouse Unstructured Data 134

CDW Research Hub

JANUARY 20, 2022

Snowflake is the data cloud that boasts instant elasticity, secure data sharing, and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Learn about current trends.

Structured Data 89

Structured Data Consulting Data Strategy Strategy 89

CIO Business Intelligence

SEPTEMBER 12, 2024

Organizational data is diverse, massive in size, and exists in multiple formats (paper, images, audio, video, emails, and other types of unstructured data, as well as structured data) sprawled across locations and silos. This process maintains good data hygiene and is crucial for long-term AI success and data resilience.

Unstructured Data 119

Unstructured Data Data Quality Structured Data Machine Learning 119

CIO Business Intelligence

SEPTEMBER 12, 2024

Unlike structured data, which fits neatly into databases and tables, etc. Going back to our early examples of unstructured data and depending on what business you’re in, ancient artifacts may or may not be relevant to your organization’s goals and AI strategy.

Unstructured Data 111

Unstructured Data Deep Learning Metadata Structured Data 111

CDW Research Hub

JANUARY 24, 2022

Snowflake is the data cloud that boasts instant elasticity, secure data sharing, and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Learn about current trends.

Structured Data 87

Structured Data Consulting Strategy Data Strategy 87

CDW Research Hub

JANUARY 21, 2022

Snowflake is the data cloud that boasts instant elasticity, secure data sharing, and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Learn about current trends.

Structured Data 81

Structured Data Consulting Data Strategy Strategy 81

David Menninger's Analyst Perspectives

SEPTEMBER 19, 2024

Snowflake’s GenAI strategy took a leap forward in late 2023 with the launch of the Cortex AI development platform, which provides users with access to LLMs, AI models and vector search functionality.

Data Warehouse 130

Data Warehouse Data Science Modeling Data Governance 130

CIO Business Intelligence

APRIL 4, 2024

Webster Bank is following a similar strategy. We’ve established an AI working group with representatives across technology, architecture, data, security, legal, risk, and audit consisting of both technical practitioners and business users to develop AI-use best practices and a governance framework,” says Nafde. Diasio agrees.

Enterprise 134

Enterprise Cost-Benefit Forecasting Sales 134

CIO Business Intelligence

APRIL 26, 2024

billion acquisition of data and analytics company Neustar in 2021, TransUnion has expanded into other services such as marketing, fraud detection and prevention, and robust analytical services. At the core of its strategy is the mountain of data that TransUnion has acquired — along with more than 25 companies — over decades.

Modeling 114

Modeling IT Machine Learning Data Governance 114

Octopai

JUNE 26, 2020

Steve needed a robust and automated metadata management solution as part of his organization’s data governance strategy. Enterprise data governance. Enterprises, such as Steve’s company, understand that they need a proper data governance strategy in place to successfully manage all the data they process.

Metadata 98

Metadata Data Governance Enterprise Reporting 98

CIO Business Intelligence

JULY 28, 2023

Pivoting to tech provider JLL’s move to develop facilities management software is part of an expanded business model that has enabled the company to perform well in tough times, says Morin, who is employing a hybrid strategy for software development in which JLL Technologies will both build in-house and partner with other SaaS vendors.

Structured Data 98

Structured Data Data-driven Software Modeling 98

AWS Big Data

OCTOBER 25, 2023

Most companies produce and consume unstructured data such as documents, emails, web pages, engagement center phone calls, and social media. By some estimates, unstructured data can make up to 80–90% of all new enterprise data and is growing many times faster than structured data.

Unstructured Data 128

Unstructured Data Metadata Management Analytics 128

CIO Business Intelligence

DECEMBER 13, 2023

Applications such as financial forecasting and customer relationship management brought tremendous benefits to early adopters, even though capabilities were constrained by the structured nature of the data they processed. have encouraged the creation of unstructured data. Artificial Intelligence

Unstructured Data 98

Unstructured Data IoT Metadata Manufacturing 98

CIO Business Intelligence

MARCH 24, 2023

The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.” Such a framework provides your organization with a holistic approach to collecting, managing, securing, and storing data.

Data Governance 142

Data Governance Management Metadata Data Quality 142

CIO Business Intelligence

AUGUST 18, 2022

The result is an emerging paradigm shift in how enterprises surface insights, one that sees them leaning on a new category of technology architected to help organizations maximize the value of their data. Enter the data lakehouse. It’s key to its overall business strategy. That’s how we got here.

Data Lake 140

Data Lake Data Warehouse Unstructured Data Business Intelligence 140

CIO Business Intelligence

APRIL 25, 2022

The data lakehouse is a relatively new data architecture concept, first championed by Cloudera, which offers both storage and analytics capabilities as part of the same solution, in contrast to the concepts for data lake and data warehouse which, respectively, store data in native format, and structured data, often in SQL format.

Recreation/Entertainment 119

Recreation/Entertainment Data Lake Data Warehouse Unstructured Data 119

AWS Big Data

MAY 28, 2024

For example, financial analysts currently have to manually read and summarize lengthy regulatory filings and earnings transcripts in order to respond to Q&A on investment strategies. Prepare the structured data in a Redshift database – Ingest the structured data into your Amazon Redshift Serverless table.

Unstructured Data 102

Unstructured Data Data Warehouse Structured Data Testing 102

Smart Data Collective

JUNE 11, 2019

With increased notice before a breakdown occurs, you can secure an easy win for your company’s return on investment: you’ll be able to form a strategy around those maintenance intervals and costs without having any negative surprises. With all of the information available today, many decisions can be driven by big data.

Manufacturing 111

Manufacturing Analytics Big Data Data mining 111

Cloudera

NOVEMBER 15, 2021

In terms of representation, data can be broadly classified into two types: structured and unstructured. Structured data can be defined as data that can be stored in relational databases, and unstructured data as everything else.

Unstructured Data 90

Unstructured Data Recreation/Entertainment Structured Data Reporting 90

Cloudera

MAY 14, 2024

Meaningful results, and a scalable, flexible data architecture demand a ‘true’ hybrid cloud approach to data management. One of the main pieces that separates ‘true’ hybrid is the ability to operate as a single platform across both data center and cloud, as well as at the edge. What do we mean by ‘true’ hybrid?

Data Architecture 99

Data Architecture Data Governance Unstructured Data Structured Data 99

AWS Big Data

SEPTEMBER 12, 2024

As it relates to the use case in the post, ZS is a global leader in integrated evidence and strategy planning (IESP), a set of services that help pharmaceutical companies to deliver a complete and differentiated evidence package for new medicines. We use various chunking strategies to enhance text comprehension.

Unstructured Data 108

Unstructured Data Metadata Machine Learning Consulting 108