CIO Business Intelligence

DECEMBER 11, 2024

Travel and expense management company Emburse saw multiple opportunities where it could benefit from gen AI. Both types of gen AI have their benefits, says Ken Ringdahl, the companys CTO. Another benefit is that with open source, Emburse can do additional model training. Its possible to opt-out, but there are caveats.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

CIO Business Intelligence

DECEMBER 2, 2024

While CIOs understand the crushing weight of technical debt — now costing US companies $2.41 The more strategic concern isn’t just the cost— it’s that technical debt is affecting companies’ abilities to create new business, and saps the means to respond to shifting market conditions. You’re not alone.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

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. In our cutthroat digital age, the importance of setting the right data analysis questions can define the overall success of a business.

IT 317

IT Statistics KPI Data-driven 317

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 123

Risk Cost-Benefit Data-driven Digital Transformation 123

Smart Data Collective

NOVEMBER 23, 2022

We have talked extensively about some of the benefits of AI and machine learning in mobile app development in previous blog posts. However, one of the benefits that we haven’t talked as much about is the application of machine learning for testing new apps during the design process. What Is Automated Mobile App Testing?

Machine Learning 136

Machine Learning Testing Cost-Benefit Publishing 136

CIO Business Intelligence

MARCH 4, 2025

From AI models that boost sales to robots that slash production costs, advanced technologies are transforming both top-line growth and bottom-line efficiency. Operational efficiency: Logistics firms employ AI route optimization, cutting fuel costs and improving delivery times. Crucially, the time and cost to implement AI have fallen.

Technology 118

Technology ROI Cost-Benefit Manufacturing 118

CIO Business Intelligence

MARCH 19, 2025

Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test. The next evolution of AI has arrived, and its agentic. The technology is relatively new, but all the major players are already on board. But its not all smooth sailing since gen AI itself isnt anywhere near perfect.

Software 143

Software Risk Enterprise Cost-Benefit 143

CIO Business Intelligence

JANUARY 13, 2025

Advances in AI and ML will automate the compliance, testing, documentation and other tasks which can occupy 40-50% of a developers time. The big economic benefits will come from workforce intensive use cases, routine tasks that may involve a thousand or more workflow permutations.

Technology 133

Technology Interactive Cost-Benefit Testing 133

AWS Big Data

JANUARY 9, 2025

Our experiments are based on real-world historical full order book data, provided by our partner CryptoStruct , and compare the trade-offs between these choices, focusing on performance, cost, and quant developer productivity. Data management is the foundation of quantitative research.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

O'Reilly on Data

SEPTEMBER 15, 2020

AI Benefits and Stakeholders. AI is a field where value, in the form of outcomes and their resulting benefits, is created by machines exhibiting the ability to learn and “understand,” and to use the knowledge learned to carry out tasks or achieve goals. AI-generated benefits can be realized by defining and achieving appropriate goals.

Advertising 357

Advertising Cost-Benefit ROI Machine Learning 357

datapine

APRIL 13, 2021

Starting with its definition, following with the benefits of agency reports, a list of tools, and a set of agency dashboard examples. Your Chance: Want to test a powerful agency analytics software? Your Chance: Want to test a powerful agency analytics software? Benefits Of A Modern Agency Report.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

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. These applications are designed to benefit logistics and shipping companies alike. Did you know?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

DataKitchen

SEPTEMBER 20, 2021

We call this approach “ Lean DataOps ” because it delivers the highest return of DataOps benefits for any given level of investment. The best way to ensure error-free execution of data production is through automated testing and monitoring. Start with just a few critical tests and build gradually. Production DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

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.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

DataKitchen

JANUARY 6, 2021

Instead, these organizations commit 20% of their time implementing automation and writing tests. If it can be wrong, test it. Thirty-six percent of the total time of a ten-person team, based on a full-time employee (FTE) cost of $156,000 amounts to $561,000. Cost of Slow Decision Making. Insourcing Through DataOps.

Cost-Benefit 246

Cost-Benefit Testing Strategy Consulting 246

O'Reilly on Data

MAY 27, 2020

Algorithms tell stories about who people are. The first story an algorithm told about me was that my life was in danger. It was 7:53 pm on a clear Monday evening in September of 1981, at the Columbia Hospital for Women in Washington DC. I was exactly one minute old. You get two points for waving your arms and legs, for instance.)

Risk 361

Risk Testing Reporting Measurement 361

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. Difficulty finding appropriate use cases is the biggest bar to adoption for both users and nonusers. Only 4% pointed to lower head counts.

Enterprise 342

Enterprise Testing Modeling Reporting 342

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. But in reality, the proof is just the opposite.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

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! And business report templates are the best help for that.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

CIO Business Intelligence

JANUARY 21, 2025

In todays fast-paced digital landscape, organizations are under constant pressure to adopt new technologies quickly, manage costs effectively, and maintain robust security and compliance standards. Procuring through AWS Marketplace has a number of benefits.

Cost-Benefit 98

Cost-Benefit Optimization Software Management 98

AWS Big Data

NOVEMBER 19, 2024

This offering is designed to provide an even more cost-effective solution for running Airflow environments in the cloud. micro characteristics, key benefits, ideal use cases, and how you can set up an Amazon MWAA environment based on this new environment class. micro reflect a balance between functionality and cost-effectiveness.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? No matter if you need to develop a comprehensive online data analysis process or reduce costs of operations, agile BI development will certainly be high on your list of options to get the most out of your projects. Without further ado, let’s begin.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

O'Reilly on Data

OCTOBER 22, 2020

“ On peut interroger n’importe qui, dans n’importe quel état; ce sont rarement les réponses qui apportent la vérité, mais l’enchaînement des questions. “ “ You can interrogate anyone, no matter what their state of being. “ – Inspector Pastor in La Fée Carabine, by Daniel Pennac. And that’s fine.

Consulting 358

Consulting Risk Cost-Benefit Modeling 358

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.” Cloud computing? And Hadoop rolled in. The elephant was unstoppable.

Machine Learning 335

Machine Learning Testing Modeling Cost-Benefit 335

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. When adopting AI, sometimes the best direction is to go small. It could be a very, very low barrier to entry.”

IT 131

IT Cost-Benefit Machine Learning Testing 131

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)? Source: [link] Every business wants to get on board with ChatGPT, to implement it, operationalize it, and capitalize on it. The latter is essential for Generative AI implementations.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

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

datapine

OCTOBER 11, 2023

Keep on reading to learn a definition, benefits, and a warehouse KPI list with the most prominent examples any manager should be tracking to achieve operational success. Now, let’s look at some benefits to keep putting the power of warehouse key performance indicators into perspective. But how do you know which indicators to track?

Metrics 217

Metrics KPI Management Cost-Benefit 217

CIO Business Intelligence

NOVEMBER 14, 2024

A recent IDC FutureScape report predicts that through 2027, 95% of retailers will test/invest in GenAI to enhance product data, customer support, and customer experience initiatives ( IDC FutureScape: Worldwide Retail 2024 Predictions , IDC, October 2023). Retailers have a lot of work to do, but their goals are achievable.

IT 64

IT Cost-Benefit Manufacturing Sales 64

datapine

OCTOBER 17, 2019

While this approach has some merit, it has one big drawback: increased complexity and time cost. If you’re growing consistently over time, you will ensure long-term success – the most powerful benefit of reporting in management. and explored the clearcut benefits of an effective managerial report.

Reporting 263

Reporting Management Dashboards KPI 263

DataKitchen

NOVEMBER 4, 2021

Figure 2: Employing a DataOps Platform as a process hub minimizes the cost for new analytics. Data organizations often have a mix of centralized and decentralized activity. DataOps concerns itself with the complex flow of data across teams, data centers and organizational boundaries. One data engineer called it the “last mile problem.” .

Data Processing 246

Data Processing Data Lake Cost-Benefit Testing 246

CIO Business Intelligence

MARCH 19, 2025

While energy savings and waste reduction efforts may provide tangible cost benefits, the long-term reputational and regulatory advantages of ESG alignment are harder to measure. Demonstrate business value : Frame sustainability initiatives as cost-saving measures that enhance operational efficiency.

IT 59

IT Data Governance Data-driven Metrics 59

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

CIO Business Intelligence

JANUARY 21, 2025

The path may be a multi-step upgrade marathon Upgrading is a process that demands time, effort, testing, and yes, downtime. The path may be a multi-step upgrade marathon Upgrading is a process that demands time, effort, testing, and yes, downtime. Youve probably seen promotions and heard talk about Oracle 23ai.

Cost-Benefit 97

Cost-Benefit ROI Data-driven Risk 97

AWS Big Data

DECEMBER 5, 2024

As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits.

Metrics 97

Metrics Dashboards Testing Optimization 97

CIO Business Intelligence

JANUARY 17, 2023

Then, identify opportunities to reduce run costs and free up funds to invest in transformation and new technology capabilities. So your usage and costs should be elastic, expanding and contracting with workload. That’s a core benefit of cloud. Shut down the testing environment when you’re not using it. Not necessarily.

Cost-Benefit 138

Cost-Benefit IT Uncertainty Optimization 138

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. The Core Responsibilities of the AI Product Manager. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle. Identifying the problem.

Marketing 364

Marketing Experimentation Metrics Testing 364