DataKitchen

MARCH 12, 2024

Key Success Metrics, Benefits, and Results for Data Observability Using DataKitchen Software Lowering Serious Production Errors Key Benefit Errors in production can come from many sources – poor data, problems in the production process, being late, or infrastructure problems. Data errors can cause compliance risks.

Metrics 124

Metrics Software Cost-Benefit Testing 124

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Try our business intelligence software for 14 days, completely free! The term “agile” was originally conceived in 2011 as a software development methodology. Working software over comprehensive documentation. What Is Agile Analytics And BI?

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

SEPTEMBER 9, 2024

As IT landscapes and software delivery processes evolve, the risk of inadvertently creating new vulnerabilities increases. These risks are particularly critical for financial services institutions, which are now under greater scrutiny with the Digital Operational Resilience Act ( DORA ).

Risk Management 115

Risk Management Risk Management IT 115

Smart Data Collective

AUGUST 2, 2022

Along with converting to electric vehicles and delivering self-driving cars, automotive companies master their software development expertise. Companies that fail to leverage AI effectively risk falling behind in a competitive industry. AI aids with digital transformation and software-defined vehicles.

Software 135

Software Machine Learning B2B Manufacturing 135

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. Enter the need for competent governance, risk and compliance (GRC) professionals. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

Smart Data Collective

OCTOBER 8, 2023

Software companies are among those most heavily affected, so they are taking dramatic measures. Still, many companies underestimate the importance of more thorough software supply chain security management, believing they are free of threats and vulnerabilities. And today, we’ll talk about the most significant of these risks.

Software 121

Software IoT Risk Internet of Things 121

Smart Data Collective

MAY 7, 2023

million —and organizations are constantly at risk of cyber-attacks and malicious actors. In order to protect your business from these threats, it’s essential to understand what digital transformation entails and how you can safeguard your company from cyber risks. What is cyber risk?

Digital Transformation 119

Digital Transformation Risk Strategy Testing 119

O'Reilly on Data

JULY 11, 2023

There’s a lot of angst about software developers “losing their jobs” to AI, being replaced by a more intelligent version of ChatGPT, GitHub’s Copilot, Google’s Codey, or something similar. What does this mean for people who earn their living from writing software? Programmers who work for those companies risk losing their jobs to AI.

Testing 250

Testing Software Visualization Interactive 250

CIO Business Intelligence

MAY 17, 2022

Even if the AI apocalypse doesn’t come to pass, shortchanging AI ethics poses big risks to society — and to the enterprises that deploy those AI systems. The following real-world implementation issues highlight prominent risks every IT leader must account for in putting together their company’s AI deployment strategy.

Risk 145

Risk Consulting Data Science Machine Learning 145

CIO Business Intelligence

JUNE 13, 2024

To be known as NIPRGPT, it will be part of the Dark Saber software ecosystem developed at the Air Force Research Laboratory (AFRL) Information Directorate in Rome, New York. For now, AFRL is experimenting with self-hosted open-source LLMs in a controlled environment.

Testing 119

Testing Experimentation Data Processing Modeling 119

CIO Business Intelligence

OCTOBER 17, 2024

While tech debt refers to shortcuts taken in implementation that need to be addressed later, digital addiction results in the accumulation of poorly vetted, misused, or unnecessary technologies that generate costs and risks. million machines worldwide, serves as a stark reminder of these risks.

Risk 108

Risk Experimentation Testing Strategy 108

Smart Data Collective

JANUARY 30, 2023

AI technology is becoming increasingly important for software developers. We talked about some of the ways software developers can create successful AI applications. However it is equally important to use existing AI tools strategically to improve the quality of the software app lications that you are trying to design.

Software 113

Software Strategy Testing Advertising 113

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

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. We’re not encouraging skepticism or fear, but companies should start AI products with a clear understanding of the risks, especially those risks that are specific to AI.

Enterprise 277

Enterprise Modeling Testing Reporting 277

CIO Business Intelligence

SEPTEMBER 6, 2023

Specifically, organizations are contemplating Generative AI’s impact on software development. While the potential of Generative AI in software development is exciting, there are still risks and guardrails that need to be considered. Engineers need to understand how to phrase prompts for AIs.

Software 119

Software Experimentation Risk Uncertainty 119

O'Reilly on Data

MAY 14, 2020

This role includes everything a traditional PM does, but also requires an operational understanding of machine learning software development, along with a realistic view of its capabilities and limitations. In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager.

Management 363

Management Experimentation B2B Machine Learning 363

CIO Business Intelligence

OCTOBER 8, 2024

You risk adding to the hype where there will be no observable value. The learning phase Two key grounding musts: Non-mission critical workloads and (public) data Internal/private (closed) exposure This ensures no corporate information or systems will be exposed to any form of risk. Test the customer waters.

Risk 124

Risk Technology Cost-Benefit Internet of Things 124

CIO Business Intelligence

DECEMBER 18, 2023

While this model is not diminishing, new cloud-based software technologies are changing business needs and competitive realities are giving rise to alternative technology solutions business models. Software is starting to run through everything from on-premises to remote services and enables automation, analytics, insights and cybersecurity.

Software 119

Software Technology Digital Transformation Data-driven 119

CIO Business Intelligence

DECEMBER 20, 2023

At the same time, developers are scarce, and the demand for new software is high. Gartner’s surveys and data from client inquiries confirm that developer productivity remains a top priority for software engineering leaders.” Organizations need to get the most out of the limited number of developers they’ve got,” he says.

Measurement 124

Measurement Software IT Metrics 124

O'Reilly on Data

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software. Pretty simple.

Machine Learning 331

Machine Learning Predictive Modeling Software Modeling 331

DataKitchen

NOVEMBER 18, 2021

Data engineering resembles software engineering in certain respects, but data engineers have not adopted the best practices that software engineering has been perfecting for decades. Write tests that catch data errors. This transformation has already taken place in software engineering. Automate manual processes.

Testing 246

Testing Data Governance Measurement Software 246

CIO Business Intelligence

JULY 22, 2024

The widespread disruption caused by the recent CrowdStrike software glitch, which led to a global outage of Windows systems, has sent shockwaves through the IT community. For CIOs, the event serves as a stark reminder of the inherent risks associated with over-reliance on a single vendor, particularly in the cloud.

Strategy 143

Strategy Testing Risk Management Risk 143

CIO Business Intelligence

OCTOBER 15, 2024

But continuous deployment isn’t always appropriate for your business , stakeholders don’t always understand the costs of implementing robust continuous testing , and end-users don’t always tolerate frequent app deployments during peak usage. CrowdStrike recently made the news about a failed deployment impacting 8.5

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

datapine

AUGUST 12, 2020

In the process, we will use an online data visualization software that lets us interact with, and drill deeper into bits and pieces of relevant data. Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software? Let’s get started.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

CIO Business Intelligence

AUGUST 20, 2024

The window treatment company, with 17 direct employees and franchises in 35 states, is now beta testing a small language model created with Revscale AI. SMBs need to get over those concerns or risk being left behind, he says. Build it with a partner Kristopher Stuart, COO of Bloomin Blinds, has a much different view.

Risk 131

Risk Cost-Benefit Insurance ROI 131

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. Random attacks can reveal all kinds of unexpected software and math bugs.

Machine Learning 196

Machine Learning Modeling Testing Risk Management 196

DataKitchen

NOVEMBER 27, 2024

Without contextual specificity, these dimensions risk becoming check-the-box exercises rather than actionable frameworks that help organizations identify and address the root causes of data quality issues. An example of a data quality dashboard with CDEs from DataKitchen’s DataOps Data Quality TestGen Open Source Software.

Data Quality 219

Data Quality Dashboards Metrics Cost-Benefit 219

datapine

MAY 2, 2023

Your Chance: Want to test a professional logistics analytics software? However, if you underestimate how many vehicles a particular route or delivery will require, then you run the risk of giving customers a late shipment, which negatively affects your client relationships and brand image. Now’s the time to strike.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

DataKitchen

FEBRUARY 2, 2023

This will drive a new consolidated set of tools the data team will leverage to help them govern, manage risk, and increase team productivity. Their software purchase behavior will align with enabling standards for line-of-business data teams who use various tools that act on data. What will exist at the end of 2025?

Metadata 130

Metadata Testing Risk Data Science 130

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). Why AI software development is different. This shift requires a fundamental change in your software engineering practice. It’s hard to predict how long an AI project will take.

Management 338

Management Machine Learning Experimentation Metrics 338

CIO Business Intelligence

JUNE 3, 2024

However, amidst the allure of newfound technology lies a profound duality—the stark contrast between the benefits of AI-driven software development and the formidable security risks it introduces. AI-powered applications are vast and varied, but with them also comes significant risk. So, how can an organization defend itself?

Testing 124

Testing Risk Data-driven Cost-Benefit 124

Smart Data Collective

SEPTEMBER 8, 2022

Or skipping the error altogether and investing in specialized tools for regular testing and assessment such as Breach and Attack Simulation. The software utilizes artificial intelligence to test people, security tools, and systems against common and new attack vectors. What Exactly Does It Test?

Testing 123

Testing Dashboards Risk Software 123

DataKitchen

SEPTEMBER 21, 2023

In the context of Data in Place, validating data quality automatically with Business Domain Tests is imperative for ensuring the trustworthiness of your data assets. Running these automated tests as part of your DataOps and Data Observability strategy allows for early detection of discrepancies or errors.

Testing 182

Testing Data Quality Predictive Modeling Metrics 182

CIO Business Intelligence

SEPTEMBER 12, 2024

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. AI will handle the rest of the software development roles, including security and compliance reviews, he predicts.

Software 143

Software Cost-Benefit Testing Consulting 143

Smart Data Collective

DECEMBER 26, 2022

Unpatched or outdated software. Keeping up-to-date with software patches is time and money-consuming but is extremely important to manage your security framework. If your information is stored in outdated software databases, add it to the list of vulnerabilities. Prioritize Your Risks and Assets. Test Out Your Plan.

Strategy 136

Strategy Testing Risk Software 136

datapine

JANUARY 24, 2021

Try our professional data analysis software for 14 days, completely free! By asking the right questions, utilizing sales analytics software that will enable you to mine, manipulate and manage voluminous sets of data, generating insights will become much easier. Try our professional data analysis software for 14 days, completely free!

IT 317

IT Statistics KPI Data-driven 317

O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? Maybe it’s surprising that ChatGPT can write software, maybe it isn’t; we’ve had over a year to get used to GitHub Copilot, which was based on an earlier version of GPT. What Software Are We Talking About? It has helped to write a book.

IT 267

IT Modeling Testing Risk 267