CIO Business Intelligence

DECEMBER 11, 2024

Weve evaluated all the major open source large language models and have found that Mistral is the best for our use case once its up-trained, he says. Weve fine tuned it for our own specific use case to be very good so the success rate is extremely high, he says. In our case, we run it on AWS within our own private cloud, he says.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

CIO Business Intelligence

DECEMBER 5, 2024

According to a recent Salesforce study, 62% of large enterprises are not well-positioned to achieve this harmony, with 80% grappling with data silos and 72% facing the complexities of overly interdependent systems. Take, for example, a recent case with one of our clients.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

O'Reilly on Data

FEBRUARY 11, 2020

They don’t have the resources they need to clean up data quality problems. As for a lack of resources (cited by more than 40% of respondents), there’s at least some reason for hope: machine learning (ML) and artificial intelligence (AI) could provide a bit of a boost. Can AI be a catalyst for improved data quality?

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

O'Reilly on Data

NOVEMBER 28, 2023

Difficulty finding appropriate use cases is the biggest bar to adoption for both users and nonusers. We see plenty of room for growth, particularly as adopters discover new use cases and reimagine how they do business. What use cases are appropriate, and what aren’t? Many AI adopters are still in the early stages.

Enterprise 344

Enterprise Testing Modeling Reporting 344

datapine

MAY 14, 2019

Based on 50 real-life business intelligence examples and case studies, this book is wonderfully crafted, incredibly entertaining, insightful, enlightening, intriguing, and result-driven. One of Bernard Marr’s best offerings to date, this truly is one of the best books for data science in existence today – a must-read in today’s world.

Data Science 350

Data Science Machine Learning Big Data Data-driven 350

CIO Business Intelligence

MAY 21, 2025

In some cases, you can make synthetic data thats much higher quality than the original. We could improve most of our use cases by using synthetic data in some way but it carries risks, and people arent familiar with it. And David Cox, VP of AI Models at IBM Research suggests viewing it as amplifying rather than creating data.

Statistics 112

Statistics Testing Modeling Risk 112

datapine

JANUARY 31, 2022

In this post, you’re going to dive into 6 illustrations of the advantages of business intelligence, backed up with some real-world case studies along the way. Benefits of Business Intelligence: 6 Case-Studies. Here are six use-cases that illustrate different business intelligence benefits.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

O'Reilly on Data

SEPTEMBER 19, 2023

You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. You want the former case if you’re trying to buy or sell that property. ” Such a simulation could reveal that, under certain specific circumstances, we get a case of total ruin.

Machine Learning 342

Machine Learning Testing Modeling Cost-Benefit 342

CIO Business Intelligence

MAY 22, 2025

SAP and Amazon Web Services (AWS) have launched an AI Co-Innovation Program, offering dedicated technical resources and cloud credits to help enterprises embed AWS generative AI tools into their ERP systems. But QKS Group principal analyst Kumar Anand sees more to this than a marketing handshake.

Enterprise 59

Enterprise Forecasting Finance Optimization 59

CIO Business Intelligence

SEPTEMBER 26, 2024

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. Many developers say AI coding assistants make them more productive, but a recent study set forth to measure their output and found no significant gains.

Measurement 145

Measurement Software Testing Data-driven 145

CIO Business Intelligence

FEBRUARY 21, 2025

Birmingham City Councils (BCC) troubled enterprise resource planning (ERP) system, built on Oracle software, has become a case study of how large-scale IT projects can go awry. The re-implementation challenge Birminghams current re-implementation effort presents an interesting test case for these principles.

Reporting 90

Reporting Risk Testing Risk Management 90

AWS Big Data

DECEMBER 18, 2024

It supports advanced features such as result highlighting, flexible pagination, and k-nearest neighbor (k-NN) search for vector and semantic search use cases. In this study, @10 indicates that the metric was calculated considering only the top 10 items in the ranked list. for project management evaluation.

Metrics 97

Metrics Modeling Data Processing Machine Learning 97

CIO Business Intelligence

JULY 26, 2024

Maturity means, on one hand, that users have not only gained experience with individual dedicated cloud services, but in many cases are now also modernizing and outsourcing core applications. In many cases, this leads to an increase in the importance of the group’s own IT service provider — if there is one.

Digital Transformation 143

Digital Transformation Cost-Benefit Data Processing Risk 143

CIO Business Intelligence

JUNE 21, 2024

of market share separating SAP and Salesforce, IDC regards these two companies as statistically tied for the number 1 position in the worldwide enterprise applications market for 2023,” it said in a new study, Worldwide Enterprise Applications Software Forecast, 2024–2028. “With just 0.2%

Marketing 128

Marketing Enterprise Forecasting Statistics 128

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. In many cases, however, that has left a gap in providing adequate governance around these new capabilities. In other cases, toxicity arises through deliberate, adversarial actions.

Testing 173

Testing Modeling Enterprise Risk 173

Smart Data Collective

NOVEMBER 2, 2022

Once you’ve made this list, start thinking about the resources needed to accomplish each goal. Case Studies. Case studies are a great way to see how an agency works with other clients. Better case studies will be based off of data collected from previous customers. Do you want more sales?

Marketing 145

Marketing Big Data Data-driven Sales 145

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

DataRobot Blog

APRIL 21, 2022

Some of the models offer a slight improvement in accuracy but at an immense cost of computer resources. Also easy to measure but often overlooked is the resource cost it takes to build a model and to get predictions from it. That depends on your use case. Here, model size is measured by the amount of floating-point operations.

Deep Learning 145

Deep Learning Machine Learning Metrics Measurement 145

CIO Business Intelligence

MAY 20, 2025

A 2024 study published in the International Journal of Production Research analyzed 17 use cases of AI across six different companies, applying the SCOR model to assess AIs efficiency and impact. While its still in the early stages, AI has been embraced as a tool to streamline operations and manage the supply chain.

Modeling 104

Modeling Management Metrics Measurement 104

AWS Big Data

DECEMBER 16, 2024

Third, some services require you to set up and manage compute resources used for federated connectivity, and capabilities like connection testing and data preview arent available in all services. For Service or use case , choose Glue. Clean up Now to the final step, cleaning up the resources. Choose Create role. Choose Next.

Visualization 95

Visualization Data Processing Testing Publishing 95

CIO Business Intelligence

MAY 20, 2025

As organizations rush to deploy and run AI to power not just pilots, but also key use cases supporting vital business functions, the cloud would appear to be the best environment for deployment. After all, the cloud has unlimited extensibility, with the ability to expand or reduce resources on demand. At least at first glance.

Software 52

Software Optimization Modeling Strategy 52

CIO Business Intelligence

MAY 20, 2025

Plus, SAP is adding a prompt optimizer to AI Foundation that aims to automatically generate prompts customized for any LLM or specific use case requirement. There are countless use cases for AI agents that can operate across lines of business, tap into vast pools of data, and handle tasks that typically require human intervention.

Optimization 72

Optimization Sales Data-driven Cost-Benefit 72

CIO Business Intelligence

JANUARY 21, 2025

Prioritize high-impact use cases: Identify projects with measurable benefits that can give quick wins. By adopting a measured approach starting small, optimizing existing resources, and aligning initiatives with organizational goals CIOs can unlock the full power of these technologies without jeopardizing fiscal stability.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

Ontotext

NOVEMBER 22, 2024

It uses the Retrieval Augmented Generation (RAG) approach , with a structured knowledge graph in the retrieval step and is hosted on the Databricks platform which provides smooth integration of processing resources on the cloud. The workflow allows the identification of biomedical concepts and the relations between them.

Knowledge Discovery 52

Knowledge Discovery Visualization Data-driven Data Processing 52

Rocket-Powered Data Science

JULY 6, 2021

In some cases, the analytics and intelligence must be computed and acted upon at the edge (Edge Computing, at the point of data collection), as in autonomous vehicles. Studies have shown that organizations that are not adopting data literacy programs are not only falling behind, but they may stay behind, their competition.

Machine Learning 279

Machine Learning Data-driven Deep Learning IoT 279

Smart Data Collective

APRIL 13, 2021

In the modern world of business, data is one of the most important resources for any organization trying to thrive. Big data can reveal trade secrets, financial information, as well as passwords or access keys to crucial enterprise resources. It also happens to be one of the most vulnerable and frequently attacked.

Testing 131

Testing Behavioral Analytics Data-driven Big Data 131

datapine

MAY 31, 2022

The IT industry broke it into three categories to help better define use cases. Instead of installing software on your own servers, SaaS companies enable you to rent software that’s hosted, this is typically the case for a monthly or yearly subscription fee. In both cases, the return on investment (ROI) is healthy.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

MAY 27, 2024

“The path to securing the boardroom’s buy-in is more complex than simply having the right statistics and studies on paper,” says Dara Warn, the CEO of INE Security , a global cybersecurity training and certification provider. “To This case illustrates how specialized training can prevent costly breaches and protect sensitive data.

Cost-Benefit 116

Cost-Benefit Statistics ROI Measurement 116

datapine

JANUARY 6, 2022

In fact, a Digital Universe study found that the total data supply in 2012 was 2.8 Secondary Research: much like how patterns of behavior can be observed, different types of documentation resources can be coded and divided based on the type of material they contain. However, this also depends on the size of the effect of the study.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

CIO Business Intelligence

OCTOBER 26, 2023

After all, the swipe-your-credit-card-and-go era demonstrated that developers could leap-frog procurement cycles to gain access to what they desired: abundant access to cloud resources. Determine priority use cases Work with business counterparts to identify the full scope of use cases across the organization.

IT 131

IT Data-driven Technology Management 131

AWS Big Data

NOVEMBER 7, 2024

We can add the following TablesToInclude custom context JSON: { "resources": [ { "ResourceId":"Serverless:Serverless-workgroup-name", "ResourceType": "REDSHIFT_WAREHOUSE", "TablesToInclude": [ "bird.public.set_translations" ] } ] } After adding the custom context, the unwanted joins are eliminated and the correct SQL is generated.

Metadata 105

Metadata Sales Data Warehouse Optimization 105

CIO Business Intelligence

NOVEMBER 20, 2023

The case for building Enthusiasm for AI is now universal among IT leaders. Foundry’s 2023 AI Priorities study found interest in a broad range of gen AI use cases, including chatbots and virtual assistants (56%), content generation (55%), industry-specific applications (48%), data augmentation (46%), and personalized recommendations (39%).

Manufacturing 105

Manufacturing Sales Strategy Software 105

CIO Business Intelligence

JULY 11, 2024

The study surveyed over 2,500 global AI decision-makers and found that 58% of manufacturing leaders plan to increase AI spending in 2024, down from 93% in 2023. Manufacturers also must grapple with data quality concerns and whether existing data resources are sufficient for training these AI models well enough.”

Manufacturing 124

Manufacturing Cost-Benefit Data Quality Modeling 124

CIO Business Intelligence

OCTOBER 16, 2023

Some studies bear that out. Surveys and studies are inconsistent on the rate of IT project failures, but researchers confirm that the percentage of IT projects falling short continues to be higher than hoped. In such cases, there’s a need to realign. “It

IT 136

IT Cost-Benefit Management Digital Transformation 136

erwin

MAY 22, 2025

Case in point: erwin powers E.ON, the largest energy supplier in Europe Its one thing for us to tell you erwin Data Modeler is the best PowerDesigner alternative; its another for users to tell you. And thats exactly what theyre doing in online forums and case studies like this one , featuring E.ON.,

Modeling 64

Modeling Uncertainty Metadata Data Integration 64

Smart Data Collective

NOVEMBER 20, 2022

Amine Belhad and his coauthors addressed some of the issues about big data in manufacturing in their white paper Understanding Big Data Analytics for Manufacturing Processes: Insights from Literature Review and Multiple Case Studies. It is important to highlight several objectives in this context.

Manufacturing 144

Manufacturing Marketing Data Analytics Analytics 144

CIO Business Intelligence

APRIL 15, 2022

In 2017, The Economist declared that data, rather than oil, had become the world’s most valuable resource. UK lost thousands of COVID cases by exceeding spreadsheet data limit. Moreover, PHE was listing cases in columns rather than rows. The refrain has been repeated ever since. 25 and Oct. The culprit? In a statement on Oct.

Analytics 145

Analytics Machine Learning Insurance Testing 145