Dataiku

FEBRUARY 12, 2024

With the advent of Generative AI accelerating the path to democratizing data and AI in the enterprise, the challenge to provide tooling for more people and encourage collaboration between teams becomes paramount.

Enterprise 59

Enterprise 59

David Menninger's Analyst Perspectives

AUGUST 17, 2023

The current market landscape of data and analytics is undergoing rapid evolution, presenting organizations with a wide array of challenges and opportunities. As data sources and warehouses steadily migrate to the cloud, a significant number of organizations still depend on conventional tools.

Data-driven 130

Data-driven Analytics Business Intelligence Marketing 130

CIO Business Intelligence

APRIL 10, 2024

With more and more companies integrating new AI tools into their business processes, daily operations, and customer-facing products and services, safe and compliant use of AI has become a pivotal challenge.

Risk Management 107

Risk Management Cost-Benefit Risk Measurement 107

CIO Business Intelligence

MARCH 28, 2024

Additional data can significantly improve model performance for various downstream tasks, like disease progression prediction and subtyping in different diseases. It sounds straightforward, but lest not forget privacy and data restrictions that make this challenging for healthcare and other high-compliance environments.

Unstructured Data 95

Unstructured Data Data-driven Risk Insurance 95

Smart Data Collective

OCTOBER 25, 2023

More companies are turning to data analytics technology to improve efficiency, meet new milestones and gain a competitive edge in an increasingly globalized economy. One of the many ways that data analytics is shaping the business world has been with advances in business intelligence. In a fast-paced, data-rich world.

Key Performance Indicator 97

Key Performance Indicator Business Intelligence Data-driven Metrics 97

TDAN

OCTOBER 31, 2023

Today’s digital realm increasingly emphasizes the value of self-service data access. However, with this rapid shift towards democratized data access come challenges that organizations need to address. Firms are recognizing its potential to empower users and accelerate decision-making processes.

Data Architecture 52

Data Architecture IT Data Governance Business Intelligence 52

CIO Business Intelligence

MARCH 20, 2024

These are tough yet not insurmountable technology challenges. Build trust with security Gen AI is a democratizing technology that’s rapidly enabling people across the enterprise to redefine business processes and workflows from the bottom up — faster than organizations can create formal programs.

IT 124

IT Strategy Enterprise Technology 124

CIO Business Intelligence

JUNE 23, 2023

As the general manager of the Oakland Athletics, Beane used data and analytics to find undervalued baseball players on a shoestring budget. In 2002, his data-driven baseball team achieved a 20-game winning streak and the American League West title, competing against franchises spending over twice as much recruiting players.

Unstructured Data 90

Unstructured Data Cost-Benefit Data-driven Data Architecture 90

CIO Business Intelligence

MARCH 20, 2024

It’s clear that AI is primed for another landmark year, but it’s how we navigate the challenges it brings that will determine its true value. Dealing with robustness, fairness, bias, truthfulness, and data leakage takes a lot of work—and all are prerequisites for getting LLMs into production safely. Take healthcare for example.

Advertising 94

Advertising Modeling Consulting Enterprise 94

DataRobot

JANUARY 20, 2022

Empowering ICSs to embrace healthcare transformation challenges as they bring together their component organizations, which will require significant clinical pathway and process redesign. Key Data Challenges for Integrated Care Systems in 2022. Figure 1: Turning ICS data challenges into data-driven opportunity.

Data-driven 145

Data-driven Experimentation Modeling Predictive Modeling 145

Laminar Security

OCTOBER 17, 2023

Mapping, classifying, and reporting on data in the cloud is challenging for many companies, and the more cloud-centric the company, the greater the challenge. They are dealing with massive amounts of data and are subject to new and changing regulations. What is data discovery and classification?

IT 94

IT Risk Cost-Benefit Dashboards 94

CIO Business Intelligence

JUNE 23, 2022

The “2022 AI in Healthcare Survey” queried more than 300 respondents from across the globe to better understand the challenges, triumphs, and use cases defining healthcare AI. While parts of this evolution are positive (the democratization of AI), other aspects come with less excitement (a much larger attack surface).

Software 137

Software Modeling Metrics Enterprise 137

CIO Business Intelligence

NOVEMBER 28, 2023

Businesses today are sitting on vast amounts of data, which has the potential to unlock new opportunities and avenues to stay one step ahead of the competition. But data doesn’t always come in a neatly packaged format, ready to be sorted, analyzed, and used in decision-making or analysis. Data virtualization again holds the answer.

Risk 98

Risk Digital Transformation Enterprise Marketing 98

Ontotext

OCTOBER 10, 2023

It also featured workshops, covering FAIR Ontologies, Semantic Data Space For Transport, and Natural Language Processing (NLP) for knowledge graph construction. The day opened with a DBpedia Keynote Session by Edward Curry, Professor of Data Science at the University of Galway.

Publishing 64

Publishing Modeling Data Science Technology 64

AWS Big Data

DECEMBER 18, 2023

Amazon Redshift powers data-driven decisions for tens of thousands of customers every day with a fully managed, AI-powered cloud data warehouse, delivering the best price-performance for your analytics workloads. Learn more about the AWS zero-ETL future with newly launched AWS databases integrations with Amazon Redshift.

Data Warehouse 95

Data Warehouse Machine Learning Data-driven Data Lake 95

CIO Business Intelligence

FEBRUARY 12, 2024

Generative AI is the biggest breakthrough technology in years, democratizing information creation for the masses. 2 Key challenges include a shortage of talent and skills (62%), unclear investment priorities (47%), and the lack of a strategy for responsible AI (42%), BCG found. You’ll clean it up and make it sparkle. Generative AI

IT 121

IT Consulting Cost-Benefit Uncertainty 121

Cloudera

NOVEMBER 24, 2023

While this level of customization can be achieved with third-party solutions, the data required to enable meaningful context in a model is likely proprietary or regulated, thus eliminating the option to customize with a third-party solution. These include the need for substantial investment in talent, technology, and training.

Cost-Benefit 84

Cost-Benefit Business Objectives Risk Modeling 84

IBM Big Data Hub

DECEMBER 21, 2023

However, reshoring presents several challenges—mainly workforce, technical and economic issues. AI, automation and digital labor can help tackle these challenges. To address this challenge, companies can use digital labor to supplement the existing workforce by automating repetitive, dangerous or complex tasks.

Manufacturing 88

Manufacturing Cost-Benefit Machine Learning Optimization 88

IBM Big Data Hub

FEBRUARY 28, 2024

The study also found that building trust in AI-powered tools and citizen services will be a challenge for governments. Governments leaders face myriad challenges, including ensuring that technologies work for—and not against—democratic principles, institutions and societies.

Risk 109

Risk Technology Consulting Modeling 109

TDAN

DECEMBER 20, 2022

What is Data Governancein the Public Sector? Effective data governance for the public sector enables entities to ensure data quality, enhance security, protect privacy, and meet compliance requirements. With so much focus on compliance, democratizing data for self-service analytics can present a challenge.

Data Governance 52

Data Governance Data Quality Analytics Metadata 52

CIO Business Intelligence

SEPTEMBER 27, 2023

What benefits can be expected and what challenges might arise? We plan to leverage AI for driving adaptive learner journeys — meeting the learner where they are at — as well as to derive insights from usage data for [administrators] to understand how to best improve engagement and performance,” Daly says.

Strategy 125

Strategy Risk Data-driven Modeling 125

CIO Business Intelligence

MARCH 24, 2023

Delays in getting data is one of the biggest challenges retailers currently face.” A cloud-first strategy will help retailers accelerate digital transformation of supply chain processes while integrating with existing infrastructure and applications, including SAP, point of sale, procurement, and customer loyalty.

Digital Transformation 86

Digital Transformation Data Lake Sales Optimization 86

IBM Big Data Hub

NOVEMBER 16, 2023

We have a responsibility to apply our technological expertise, resources and ecosystem to help the world become more resilient to these environmental challenges. Our initial curriculum offerings will include three courses: Sustainability and Technology Fundamentals, Data Analytics for Sustainability and Enterprise Thinking for Sustainability.

Forecasting 82

Forecasting Technology Data-driven Consulting 82

CIO Business Intelligence

AUGUST 11, 2023

In today’s digital world, the ability to make data-driven decisions and develop strategies that are based on data analytics is critical to success in every industry. This not only involves transforming data into a competitive advantage but rethinking how we use and distribute D&A across our business and functions.

Data Analytics 95

Data Analytics Analytics Data-driven Business Driver 95

Juice Analytics

DECEMBER 16, 2021

Low user adoption for data solutions is the problem that won’t go away. It is the… …sticky-wicket of Cricket …‘Transformers’ of Sci-Fi movies …barnacle of boats …‘Two and a Half Men’ of TV The data and analytics industry has struggled for decades to get more people in organizations to use the data. Invest in data tooling ?Gather

Analytics 136

Analytics Consulting Statistics Visualization 136

Smarten

JANUARY 16, 2024

Today’s competitive landscape is challenging and customer buying behavior changes often. You can encourage data democratization and alleviate user frustration with real business user solutions and deep dive capabilities, all from the within the confines of familiar, popular software apps and products.

Software 67

Software Business Intelligence Manufacturing Data Processing 67

IBM Big Data Hub

JANUARY 9, 2024

These applications are designed to meet specific business needs by integrating proprietary data and help to ensure more accurate and relevant responses. For example, a global retail chain might adopt region-specific AI models that are trained on data, such as customer preferences and cultural nuances.

Data-driven 111

Data-driven Risk Modeling Marketing 111

CIO Business Intelligence

JANUARY 31, 2023

According to research firm Gartner, the EA tool sector is seeing annual revenues grow by up to 30% from a limited footprint, with support for such tools increasing as EA broadens beyond direct control of IT departments and into more democratized technology environments. That’s where the opportunity is for enterprise architects, among others.”

Enterprise 129

Enterprise Digital Transformation Risk Technology 129

CIO Business Intelligence

OCTOBER 4, 2023

Data volumes of this magnitude cannot be checked for accuracy or objectivity by the LLM architects. And because the data is largely based on the Internet, it contains human bias, which then becomes part of the LLM algorithms and output. Fact or fiction Large language models identify patterns from text-based data to generate output.

Modeling 125

Modeling Risk Enterprise Forecasting 125

Jen Stirrup

MARCH 7, 2024

One issue in cybersecurity, operational IT management and data management is the cost to solve issues, quickly, well, and cheaply. and they would most likely get their data back more quickly if they just paid the hackers. AI can automate routine data management tasks, reduce human error, and free up IT staff for more strategic work.

Machine Learning 76

Machine Learning Digital Transformation Reporting Optimization 76

AWS Big Data

APRIL 25, 2023

AWS has been named a Challenger in the 2023 Gartner Magic Quadrant for Analytics and Business Intelligence (ABI) Platforms. Benefits of QuickSight AWS built QuickSight from the ground up as a cloud BI service to overcome challenges customers faced with alternative offerings. And this is just the beginning.

Business Intelligence 52

Business Intelligence Analytics Data-driven Dashboards 52

AWS Big Data

NOVEMBER 8, 2023

Join us as we delve into the world of real-time streaming data at re:Invent 2023 and discover how you can use real-time streaming data to build new use cases, optimize existing projects and processes, and reimagine what’s possible. High-quality data is not just about accuracy; it’s also about timeliness. Register now!

Data-driven 85

Data-driven Data Lake Machine Learning Cost-Benefit 85

Alation

AUGUST 4, 2022

It’s been one decade since the “ Big Data Era ” began (and to much acclaim!). Analysts asked, What if we could manage massive volumes and varieties of data? Yet the question remains: How much value have organizations derived from big data? Big Data as an Enabler of Digital Transformation.

Big Data 95

Big Data Digital Transformation Data Lake Data-driven 95

Cloudera

MAY 3, 2021

Last year presented business and organizational challenges that hadn’t been seen in a century and the troubling fact is that the challenges applied pains and gains unequally across industry segments. data is generated – at the Edge. Benefits of Streaming Data for Business Owners. Unpredictable Data Volume and Flow.

Cost-Benefit 100

Cost-Benefit Digital Transformation Data Lake Enterprise 100

CIO Business Intelligence

JULY 5, 2023

Around the same time of the release, Repsol appointed Juan José Casado Quintero as its new chief digital officer (CDO), another strategic move to digitally transform and accelerate the company’s strategy to become a data-driven company.

Digital Transformation 100

Digital Transformation Data-driven IoT Business Objectives 100

CIO Business Intelligence

APRIL 15, 2024

Foundry / CIO.com Even the IT organization as a whole is being recast to be more business driven: Forty-three percent are automating business and IT processes, 32% are implementing AI applications, and 29% are making data more available as part their business-centric charter.

Digital Transformation 124

Digital Transformation Strategy Technology Enterprise 124

CIO Business Intelligence

DECEMBER 15, 2023

The success of AI applications also depends on the availability of high-quality and diverse data, but, unfortunately, this is where an inherent problem resides. In addition, Africa has only one data scientist for every 14 in the Global North, which means a deficiency of data science skills is a major hurdle, too.

Forecasting 99

Forecasting Data-driven Technology Data Science 99