CIO Business Intelligence

JANUARY 6, 2025

Balancing the rollout with proper training, adoption, and careful measurement of costs and benefits is essential, particularly while securing company assets in tandem, says Ted Kenney, CIO of tech company Access. Our success will be measured by user adoption, a reduction in manual tasks, and an increase in sales and customer satisfaction.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

JANUARY 23, 2024

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

CIO Business Intelligence

NOVEMBER 20, 2023

Measuring developer productivity has long been a Holy Grail of business. In retail, for example, software has been the fastest-growing job category ; about half of the world’s software engineers work outside the tech industry. In addition, system, team, and individual productivity all need to be measured.

Measurement 126

Measurement Metrics Testing Software 126

O'Reilly on Data

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.

Marketing 364

Marketing Experimentation Metrics Testing 364

David Menninger's Analyst Perspectives

JANUARY 14, 2025

Ask software providers for real-world use cases articulating how the solutions support diversity, inclusion, equity and belonging. Request measurable outcomes from the software providers existing clients to ensure the solution has a proven track record of success. The ideal response will go far beyond a standard report or chart.

Measurement 130

Measurement Strategy Software Data-driven 130

CIO Business Intelligence

AUGUST 8, 2024

For many stakeholders, there is plenty to love about open source software. The age-old question: How secure is open source software? Let’s begin by discussing a fundamental issue: whether open source software is actually any less (or more) secure than closed-source code. See figure below.

Software 126

Software Enterprise Cost-Benefit Risk 126

O'Reilly on Data

OCTOBER 12, 2021

In a professional setting, where software needs to be maintained and modified over long periods, readability and organization count for a lot. Our guess is that, without ways to measure “code quality” rigorously, code quality will probably degrade. Thomas Johnson said, “Perhaps what you measure is what you get.

Testing 363

Testing Measurement Consulting Modeling 363

CIO Business Intelligence

DECEMBER 18, 2024

The rapid advancement of AI has led some to predict the end of software as we know it. The key will be adapting quickly and leveraging AI to create more intelligent, efficient, and personalized software solutions. On the other hand, it may require managing a more diverse and complex software landscape.

ROI 116

ROI Software Finance Uncertainty 116

CIO Business Intelligence

DECEMBER 10, 2024

Set clear, measurable metrics around what you want to improve with generative AI, including the pain points and the opportunities, says Shaown Nandi, director of technology at AWS. In HR, measure time-to-hire and candidate quality to ensure AI-driven recruitment aligns with business goals.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

CIO Business Intelligence

SEPTEMBER 10, 2024

Generative AI is poised to redefine software creation and digital transformation. The traditional software development life cycle (SDLC) is fraught with challenges, particularly requirement gathering, contributing to 40-50% of project failures. advertising, marketing, or software development). text, images, videos, code, etc.)

Software 124

Software Digital Transformation Testing Advertising 124

datapine

AUGUST 19, 2020

In the matter, data analysis and dashboard designer software is a precious ally. Explore our modern reporting software for 14 days, completely free! Inventory metrics are indicators that help you monitor, measure, and assess your performance – and thus, give you some keys to optimize your processes as well as improve them.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

David Menninger's Analyst Perspectives

JANUARY 15, 2025

I recently completed the latest edition of our Business Planning Buyers Guide, which reviews and assesses the offerings of 14 providers of this software. One of the points that I look at is whether and to what extent the software provider offers out-of-the-box external data useful for forecasting, planning, analysis and evaluation.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

CIO Business Intelligence

DECEMBER 9, 2024

AI governance software will also become increasingly important in this process, with Forrester predicting spending on off-the-shelf solutions will more than quadruple by 2030, reaching almost $16 billion. Measuring AI ROI As the complexity of deploying AI within the enterprise becomes more apparent in 2025, concerns over ROI will also grow.

Enterprise 116

Enterprise ROI Cost-Benefit Measurement 116

CIO Business Intelligence

MARCH 5, 2025

The next thing is to make sure they have an objective way of testing the outcome and measuring success. Large software vendors are used to solving the integration problems that enterprises deal with on a daily basis, says Lee McClendon, chief digital and technology officer at software testing company Tricentis.

Testing 99

Testing Measurement Technology Experimentation 99

O'Reilly on Data

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

Software 131

Software Experimentation Testing Cost-Benefit 131

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 addition, the Research PM defines and measures the lifecycle of each research product that they support. AI is no different.

Management 364

Management Experimentation B2B Machine Learning 364

CIO Business Intelligence

OCTOBER 22, 2024

By 2028, 40% of large enterprises will deploy AI to manipulate and measure employee mood and behaviors, all in the name of profit. “AI For example, Gartner said it is expecting a proliferation of “agentic AI,” which refers to intelligent software entities that use AI techniques to complete tasks and achieve goals.

Enterprise 135

Enterprise Risk IoT Cost-Benefit 135

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

CIO Business Intelligence

NOVEMBER 21, 2024

Hidden costs and price hikes Deploying AI takes a different approach than other technologies, adds Sumit Johar, CIO at finance software vendor BlackLine. Beyond AI deployment challenges, software vendors are raising prices by 30% because of new AI features tacked on, Gartner says. Later on, those prices will go up,” he adds. “The

Management 124

Management Interactive ROI Software 124

datapine

OCTOBER 7, 2020

Try our professional reporting software for 14 days, completely free! What gets measured gets done.” – Peter Drucker. By setting operational performance measures, you will know what is happening at every stage of your business. Try our professional reporting software for 14 days, completely free! Who will measure it?

KPI 269

KPI Metrics Sales Visualization 269

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 363

Management Machine Learning Experimentation Metrics 363

datapine

FEBRUARY 9, 2024

The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals. How does Company A measure the success of each individual effort so that it can isolate strengths and weaknesses? The answer is through a KPI management system based on professional KPI software.

KPI 221

KPI Management Key Performance Indicator Measurement 221

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: Measure the amount of time database administrators spend on manual operating procedures and incident response to gauge data management debt. Open source dependency debt that weighs down DevOps As a software developer, writing code feels easier than reviewing someone elses and understanding how to use it.

Risk 123

Risk Cost-Benefit Data-driven Digital Transformation 123

datapine

JUNE 5, 2019

Data dashboards provide a centralized, interactive means of monitoring, measuring, analyzing, and extracting a wealth of business insights from relevant datasets in several key areas while displaying aggregated information in a way that is both intuitive and visual. Learn all about data dashboards with our executive bite-sized summary!

Dashboards 316

Dashboards KPI Sales Visualization 316

O'Reilly on Data

JUNE 18, 2024

Many farmers measure their yield in bags of rice, but what is “a bag of rice”? It’s important to test every stage of this pipeline carefully: translation software, text-to-speech software, relevance scoring, document pruning, and the language models themselves: can another model do a better job?

Testing 318

Testing Software Modeling Measurement 318

datapine

MAY 28, 2019

BI projects aren’t just for the big fishes in the sea anymore; the technology has developed rapidly, the software has become more accessible while business intelligence and analytics projects implemented in various industries regularly, no matter the shape and size, small businesses or large enterprises. Define goals and objectives.

Business Intelligence 317

Business Intelligence KPI Dashboards Reporting 317

datapine

FEBRUARY 14, 2021

Finally, we will show how to combine those metrics with the help of modern KPI software and create professional supply chain dashboards. Try our modern logistics analytics software for 14 days, completely free! The days sales outstanding (DSO) KPI measures how swiftly you are able to collect or generate revenue from your customers.

Metrics 260

Metrics KPI Dashboards Sales 260

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. This transformation has already taken place in software engineering. Data teams need to follow the lead of software engineering teams.

Testing 246

Testing Data Governance Measurement Software 246

DataKitchen

SEPTEMBER 20, 2021

Purchase/installation/configuration of software. To succeed, they need to learn lessons from software development organizations. In the 1990’s software teams adopted Agile Development and committed to producing value in rapid, successive increments. Measurement DataOps. For example: . Multiple management approvals.

Testing 246

Testing Metrics Measurement Dashboards 246

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.

Metrics 117

Metrics Software Cost-Benefit Testing 117

datapine

FEBRUARY 3, 2022

Your Chance: Want to test a professional KPI and metrics software? Essentially, Key Performance Indicators or KPIs measure performance or progress based on specific business goals and objectives. Companies usually visualize these measurements together with the help of interactive KPI reports. What Are KPIs? What Are Metrics?

Metrics 189

Metrics KPI Key Performance Indicator Sales 189

datapine

DECEMBER 11, 2019

“Software as a service” (SaaS) is becoming an increasingly viable choice for organizations looking for the accessibility and versatility of software solutions and online data analysis tools without the need to rely on installing and running applications on their own computer systems and data centers. SaaS: The Key Characteristics.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. How Do You Measure Data Quality? Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

SEPTEMBER 26, 2024

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. The study measured pull request (PR) cycle time, or the time to merge code into a repository, and PR throughput, the number of pull requests merged.

Measurement 145

Measurement Software Testing Data-driven 145

datapine

OCTOBER 11, 2023

A Warehouse KPI is a measurement that helps warehousing managers to track the performance of their inventory management, order fulfillment, picking and packing, transportation, and overall operations. These powerful measurements will allow you to track all activities in real-time to ensure everything runs smoothly and safely.

Metrics 217

Metrics KPI Management Cost-Benefit 217