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 137

ROI Cost-Benefit Metrics Strategy 137

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. You get more control over your costs.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

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. groupBy("exchange_code", "instrument").count().orderBy("count",

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

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

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

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

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.

Testing 246

Testing Metrics Measurement Dashboards 246

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? Explore our 14 days free trial & benefit from interactive agency reports! 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

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 Metrics 246

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

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 331

Advertising Cost-Benefit ROI Machine Learning 331

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. Mitre has also tested dozens of commercial AI models in a secure Mitre-managed cloud environment with AWS Bedrock. By August, agentic AI systems approached 40% and today, theyve passed the 60% milestone.

Software 141

Software Risk Enterprise Cost-Benefit 141

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

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 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

O'Reilly on Data

MAY 27, 2020

Under school district policy, each of Audrey’s eleven- and twelve-year old students is tested at least three times a year to determine his or her Lexile, a number between 200 and 1,700 that reflects how well the student can read. They test each student’s grasp of a particular sentence or paragraph—but not of a whole story.

Risk 361

Risk Testing Reporting Measurement 361

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. Finalize testing. Train end-users.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

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 331

Enterprise Testing Modeling Reporting 331

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 102

Data Lake Data Warehouse Cost-Benefit Data Transformation 102

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 96

Metrics Dashboards Testing Optimization 96

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

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. Number of New Customers.

Reporting 263

Reporting Management Dashboards KPI 263

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

DataKitchen

NOVEMBER 4, 2021

Figure 2: Employing a DataOps Platform as a process hub minimizes the cost for new analytics. These limited-term databases can be generated as needed from automated recipes (orchestrated pipelines and qualification tests) stored and managed within the process hub. . Table 1: DataKitchen Platform process hub features and benefits.

Data Processing 246

Data Processing Data Lake Cost-Benefit Testing 246

Corinium

JUNE 6, 2019

For instance, for a variety of reasons, in the short term, CDAOS are challenged with quantifying the benefits of analytics’ investments. Fractal’s recommendation is to take an incremental, test and learn approach to analytics to fully demonstrate the program value before making larger capital investments.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

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. And if youre moving from versions older than Oracle Database 19c, get ready for a multi-step upgrade marathon at a substantial cost. Evaluate whether these new features align with your business strategy.

Cost-Benefit 97

Cost-Benefit ROI Data-driven Risk 97

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

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 87

Risk Cost-Benefit Data-driven Digital Transformation 87

O'Reilly on Data

OCTOBER 22, 2020

That said, the risks involved require a very careful evaluation of the processes used to generate, test, and deploy those models, particularly in cases where there are significant public risks involved in any of the aforementioned steps. “If What’s the cost of doing nothing? What costs do you incur, what exposures do take on now?

Consulting 334

Consulting Risk Cost-Benefit Modeling 334

datapine

JANUARY 6, 2022

Typically, quantitative data is measured by visually presenting correlation tests between two or more variables of significance. Now that we have seen how to interpret data, let’s move on and ask ourselves some questions: what are some data interpretation benefits? Why do all industries engage in data research and analysis?

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

datapine

MARCH 8, 2021

Your Chance: Want to test a healthcare reporting software for free? Explore our 14-day free trial & benefit from great healthcare reports! The Benefits Of A Healthcare Report. Here are some notable examples and benefits of using business intelligence in healthcare : 1. Cutting down unnecessary costs.

Reporting 198

Reporting KPI Management Cost-Benefit 198

CIO Business Intelligence

NOVEMBER 13, 2024

So for all its vaunted benefits to efficiency, gen AI doesn’t always reduce workloads. Woolley recommends that companies consolidate around the minimum number of tools they need to get things done, and have a sandbox process to test and evaluate new tools that don’t get in the way of people doing actual work.

IT 141

IT Consulting ROI Cost-Benefit 141

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.” Other groups have tested evolutionary algorithms in drug discovery.

Machine Learning 311

Machine Learning Testing Modeling Cost-Benefit 311

Smart Data Collective

MARCH 23, 2023

Some companies are interested in taking advantage of the benefits of existing AI tools like ChatGPT. The ROI of creating their own AI applications can be massive, but they still need to use them cost-effectively. A study done by Deloitte in late 2022 showed that cost reduction is the top priority for CFOs.

Software 142

Software Strategy Cost-Benefit Testing 142

DataKitchen

AUGUST 27, 2021

The Otezla team built a system with tens of thousands of automated tests checking data and analytics quality. Arguably the most agile and effective data analytics capability in the pharmaceutical industry was accomplished cost-effectively, with a data engineering team of seven and another 10-12 data analysts.

Analytics 246

Analytics Sales Testing Cost-Benefit 246

datapine

OCTOBER 21, 2021

For decades now, companies have benefited from monthly reports to share the insights they extract from their data, their accomplishments, current tasks, and goals, but mostly to keep every relevant stakeholder invested and informed, as this is a key requirement to succeed in today’s crowded and fast-paced world. Let’s get started!

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211