CIO Business Intelligence

MARCH 25, 2025

CIOs perennially deal with technical debts risks, costs, and complexities. But some AI debt may require CIOs to decommission and replace AI capabilities, for example, when new models have sizable accuracy, performance, or cost improvements, leaving behind obsolete models.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

AWS Big Data

NOVEMBER 22, 2024

Benefits of the dbt adapter for Athena We have collaborated with dbt Labs and the open source community on an adapter for dbt that enables dbt to interface directly with Athena. This upgrade allows you to build, test, and deploy data models in dbt with greater ease and efficiency, using all the features that dbt Cloud provides.

Data Lake 104

Data Lake Data Warehouse Cost-Benefit Data Transformation 104

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. 54% of AI users expect AI’s biggest benefit will be greater productivity. That pricing won’t be sustainable, particularly as hardware shortages drive up the cost of building infrastructure.

Enterprise 342

Enterprise Testing Modeling Reporting 342

Cloudera

NOVEMBER 13, 2024

Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. These enable customer service representatives to focus their time and attention on more high-value interactions, leading to a more cost-efficient service model. Increase Productivity.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

CIO Business Intelligence

JANUARY 30, 2025

When organizations build and follow governance policies, they can deliver great benefits including faster time to value and better business outcomes, risk reduction, guidance and direction, as well as building and fostering trust. The benefits far outweigh the alternative. The cost due to lack of governance is too high to ignore.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? Keep it agile, with short design, develop, test, release, and feedback cycles: keep it lean, and build on incremental changes. Test early and often. Test and refine the chatbot.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

datapine

AUGUST 12, 2020

Knowing how to prepare and create one with the help of an online data analysis tool can reduce costs and time to decide on a relevant course of action. Your Chance: Want to test professional business reporting software? Benefit from great business reports today! Your Chance: Want to test professional business reporting software?

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

CIO Business Intelligence

JANUARY 14, 2025

Documentation and diagrams transform abstract discussions into something tangible. By articulating fitness functions automated tests tied to specific quality attributes like reliability, security or performance teams can visualize and measure system qualities that align with business goals.

Enterprise 119

Enterprise Technology Metrics Measurement 119

O'Reilly on Data

SEPTEMBER 19, 2023

.” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” A single document may represent thousands of features.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

AWS Big Data

NOVEMBER 22, 2024

Data practitioners need to upgrade to the latest Spark releases to benefit from performance improvements, new features, bug fixes, and security enhancements. Testing these upgrades involves running the application and addressing issues as they arise. Each test run may reveal new problems, resulting in multiple iterations of changes.

Cost-Benefit 105

Cost-Benefit Data-driven Software Testing 105

AWS Big Data

AUGUST 10, 2023

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. However, generating a continuous stream of test data requires a custom process or script to run continuously. In our testing with the largest recommended instance (c7g.16xlarge),

Testing 98

Testing Dashboards Cost-Benefit Data Processing 98

datapine

JANUARY 6, 2022

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. Typically, quantitative data is measured by visually presenting correlation tests between two or more variables of significance. minimal growth).

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

datapine

SEPTEMBER 29, 2022

Paired to this, it can also: Improved decision-making process: From customer relationship management, to supply chain management , to enterprise resource planning, the benefits of effective DQM can have a ripple impact on an organization’s performance. These processes could include reports, campaigns, or financial documentation.

Data Quality 241

Data Quality Metrics Data-driven Management 241

IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

Testing 83

Testing Modeling Cost-Benefit Consulting 83

Smart Data Collective

OCTOBER 12, 2022

One of the benefits of cloud technology is that it can help make printing easier. After all, you can always print documents at home or order copies from an online shop. Second, what are the benefits of using a cloud printing platform? Perhaps the most obvious benefit is that it can save you money on printer ink and paper costs.

Cost-Benefit 136

Cost-Benefit Testing Technology Publishing 136

datapine

JUNE 29, 2022

Your Chance: Want to test accounting reporting software for free? Explore our 14 day free trial & benefit from great accounting reports! We will cover this more in detail later in the post with a few financial dashboard examples, but first, let’s look at the main benefits coming from these analytical tools.

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

datapine

MARCH 25, 2020

While every manager seeks how to increase productivity and decrease business costs, some invaluable processes can push towards sustainable business development – automated reporting and systems are the answer you’ve been looking for. Your Chance: Want to test a professional reporting automation software? click to enlarge**.

Reporting 209

Reporting Dashboards Manufacturing Visualization 209

Smart Data Collective

AUGUST 30, 2022

The sudden growth is not surprising, because the benefits of the cloud are incredible. Cloud technology results in lower costs, quicker service delivery, and faster network data streaming. Testing new programs. With cloud computing, companies can test new programs and software applications from the public cloud.

Technology 140

Technology Enterprise Cost-Benefit Data Processing 140

CIO Business Intelligence

OCTOBER 17, 2023

The cost of running old applications and the infrastructure that supports them is problematic. Simply lifting and shifting current code to the cloud doesn’t help and can cost much more. To make a difference, applications must be fundamentally “rebuilt” to gain the desired benefits.

Cost-Benefit 126

Cost-Benefit Testing Risk Enterprise 126

Smart Data Collective

DECEMBER 21, 2020

We previously talked about the benefits of data analytics in the insurance industry. Key benefits of AI include recognizing speech, identifying objects in an image, and analyzing natural or unstructured data forms. Capturing data from documents. Estimation of vehicle repair costs. billion from the insurance industry.

Insurance 142

Insurance Cost-Benefit Big Data Unstructured Data 142

AWS Big Data

AUGUST 2, 2024

We’re excited to announce the new lower entry cost for Amazon OpenSearch Serverless. OpenSearch Compute Units (OCUs) for indexing and search workloads, the entry cost is cut in half. The new lower cost of entry benefits all collection types. The minimum cost is approximately $350 per month (four half OCUs).

Cost-Benefit 124

Cost-Benefit Testing Management Software 124

CIO Business Intelligence

MAY 1, 2024

Telcos surveyed by McKinsey demonstrated the same blend of optimism and restraint as other industries, with a majority claiming to have cut costs with gen AI, and seen increases in call center agent productivity and improvement in marketing conversion rates with personalized content — both with models deployed in weeks rather than months.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

CIO Business Intelligence

JUNE 12, 2024

Most enterprise data is unstructured and semi-structured documents and code, as well as images and video. For example, gen AI can be used to extract metadata from documents, create indexes of information and knowledge graphs, and to query, summarize, and analyze this data. Plus, it costs more money.

Modeling 140

Modeling Testing Cost-Benefit Metadata 140

CIO Business Intelligence

APRIL 8, 2025

In the public sector, fragmented citizen data impairs service delivery, delays benefits and leads to audit failures. Choosing the right architecture isnt just a technical decision; its a strategic one that affects integration, governance, agility and cost. Low cost, flexibility, captures diverse data sources. Synthetic data.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

datapine

APRIL 16, 2019

Data driven decision making (DDDM) is a process that involves collecting data based on measurable goals or KPIs, analyzing patterns and facts from these insights, and utilizing them to develop strategies and activities that benefit the business in a number of areas. The cost of waiting to see what happens is well documented….

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

CIO Business Intelligence

JUNE 13, 2024

But purpose-built small language models (SLMs) and other AI technologies also have their place, IT leaders are finding, with benefits such as fewer hallucinations and a lower cost to deploy. SLMs can be trained to serve a specific function with a limited data set, giving organizations complete control over how the data is used.

IT 131

IT Cost-Benefit Machine Learning Testing 131

AWS Big Data

SEPTEMBER 26, 2024

Organizations are collecting and storing vast amounts of structured and unstructured data like reports, whitepapers, and research documents. End-users often struggle to find relevant information buried within extensive documents housed in data lakes, leading to inefficiencies and missed opportunities.

Data Lake 115

Data Lake Cost-Benefit Unstructured Data Modeling 115

datapine

JANUARY 24, 2021

An average business user and cross-departmental communication will increase its effectiveness, decreasing time to make actionable decisions and, consequently, provide a cost-effective solution. We have used a marketing example, but every department and industry can benefit from a proper data preparation process.

IT 317

IT Statistics KPI Data-driven 317

CIO Business Intelligence

AUGUST 8, 2024

Gen AI offers many opportunities to spend too much and get too little in return when, instead, companies can use their gen AI budgets more strategically, allowing them to reap more benefits from investments and pull ahead of their competitors. Last year, only 3% of respondents said that gen AI implementation cost was a concern.

Cost-Benefit 140

Cost-Benefit Modeling Consulting Enterprise 140

CIO Business Intelligence

AUGUST 30, 2024

As HR technology evolves, professionals in the sector need to understand not only how the solutions function, but how to extract the most benefit from emerging system capabilities. Cost: $445 for both IHRIM members and non-members for exam only.

Cost-Benefit 118

Cost-Benefit Risk Management Strategy Testing 118

CIO Business Intelligence

MARCH 12, 2024

Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others. But early returns indicate the technology can provide benefits for the process of creating and enhancing applications, with caveats. “The

Software 131

Software Experimentation Testing Cost-Benefit 131

erwin

SEPTEMBER 25, 2020

Understanding the benefits of data modeling is more important than ever. Data modeling is the process of creating a data model to communicate data requirements, documenting data structures and entity types. What Are the Top Six Benefits of Data Modeling? Top Six Benefits of Data Modeling. It has many benefits.

Modeling 111

Modeling Cost-Benefit Visualization Data Warehouse 111

Smart Data Collective

NOVEMBER 15, 2022

There are a plethora of benefits, but companies have to make sure that they store their data on the cloud properly. From increased security to lower costs, there are many benefits to storing data in the cloud. You can’t ignore the benefits of moving to the cloud. Lower Costs. Increased Security.

Cost-Benefit 124

Cost-Benefit Software Reporting Technology 124

CIO Business Intelligence

SEPTEMBER 27, 2024

The first step of the manager’s team was instead to hire a UX designer to not only design the interface and experience for the end user, but also carry out tests to bring qualitative and quantitative evidence on site and app performance to direct the business. “E-commerce “IT must be at the service of the business,” he says.

Management 128

Management IT Cost-Benefit Testing 128

CIO Business Intelligence

DECEMBER 20, 2023

Faster app development: By leveraging Generative AI, companies can automate documentation generation, improve software reusability, and seamlessly integrate AI functions such as chatbots and image recognition into low-code applications.

Digital Transformation 128

Digital Transformation Testing Software Cost-Benefit 128

Smart Data Collective

JUNE 29, 2022

Let’s talk about AI’s benefits in fintech , especially in terms of app development and how you can use it to maximize the success of your business. AI can benefit financial technology in a number of ways. From these benefits ultimately come cost savings. From these benefits ultimately come cost savings.

Cost-Benefit 111

Cost-Benefit Predictive Analytics Finance Forecasting 111

CIO Business Intelligence

OCTOBER 3, 2023

These tools bring benefits beyond automation. Typically these would include: • Process discovery: comprises process mining to identify bottlenecks and inefficiencies and task mining to identify user interactions in process, enabling those processes for which automation will deliver maximum benefits to be given priority.

Cost-Benefit 122

Cost-Benefit Machine Learning Interactive Software 122