O'Reilly on Data

OCTOBER 19, 2021

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments. Why: Data Makes It Different.

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

NOVEMBER 7, 2024

As digital transformation becomes a critical driver of business success, many organizations still measure CIO performance based on traditional IT values rather than transformative outcomes. This creates a disconnect between the strategic role that CIOs are increasingly expected to play and how their success is measured.

Digital Transformation 128

Digital Transformation Metrics Measurement Key Performance Indicator 128

O'Reilly on Data

MARCH 23, 2023

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. What is it, how does it work, what can it do, and what are the risks of using it? Or a text adventure game.

IT 348

IT Modeling Testing Risk 348

CIO Business Intelligence

DECEMBER 20, 2023

This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. Streamlining to optimize productivity Agile software development is essential to innovate and retain competitiveness. Instead, it might be this emphasis on streamlining processes that matters most.

Measurement 124

Measurement Software IT Metrics 124

David Menninger's Analyst Perspectives

APRIL 30, 2025

Contact centers are very good at measuring the speed and volume of interactions, using legacy key performance indicators like handle time, speed of answer, hold time and first-contact resolution. Even measuring satisfaction is ambiguous. That difference is in metrics and, by extension, how we define success.

Measurement 130

Measurement Cost-Benefit Key Performance Indicator Metrics 130

datapine

JANUARY 24, 2021

In our cutthroat digital age, the importance of setting the right data analysis questions can define the overall success of a business. That being said, it seems like we’re in the midst of a data analysis crisis. That being said, it seems like we’re in the midst of a data analysis crisis. Data Is Only As Good As The Questions You Ask.

IT 317

IT Statistics KPI Data-driven 317

CIO Business Intelligence

OCTOBER 24, 2024

Businesses will need to invest in hardware and infrastructure that are optimized for AI and this may incur significant costs. Contextualizing patterns and identifying potential threats can minimize alert fatigue and optimize the use of resources. IT leaders are placing faith in AI.

Risk 128

Risk Measurement Optimization Machine Learning 128

CIO Business Intelligence

APRIL 24, 2025

The cloud gives us greater flexibility and dynamism, so its part of the optimization of the platform were working with. Streamline and optimize The third major focus is to make SJ more efficient by optimizing its planning how time slots are allocated in relation to trains, staff, and different skills. We dont want to do that.

IT 71

IT Consulting Optimization IoT 71

Analytics Vidhya

DECEMBER 11, 2023

In this guide, we’ll explore the vital role of algorithm efficiency and its measurement using notations. We will also learn ways to analyze and optimize algorithms using straightforward […] The post Mastering Algorithm Efficiency appeared first on Analytics Vidhya.

Measurement 305

Measurement Optimization Technology Analytics 305

datapine

JUNE 7, 2021

In SEO, domain authority directly pinpoints the trustworthiness of a website by measuring it on a scale of 0-100. Regardless of the type of website you back, your SEO efforts determine its success and performance. The speed at which your website loads can make or break your SEO performance. Organic Conversions.

Metrics 205

Metrics Optimization KPI Visualization 205

CIO Business Intelligence

JANUARY 14, 2025

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. In todays digital-first economy, enterprise architecture must also evolve from a control function to an enablement platform.

Enterprise 119

Enterprise Technology Metrics Measurement 119

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

FEBRUARY 4, 2025

And we gave each silo its own system of record to optimize how each group works, but also complicates any future for connecting the enterprise. We optimized. At its core, AI asks us to challenge everything we know about how we structure, operate, and measure business success. We automated. We improved margins and profitability.

Digital Transformation 144

Digital Transformation Sales Optimization Enterprise 144

CIO Business Intelligence

MARCH 25, 2025

The problem: the complexity of interpreting the laws and deriving the necessary measures and requirements from them represents a significant hurdle for many companies. With the Digital Agenda , the European Union is creating clear and uniform rules for the responsible use of data and artificial intelligence. The approach in detail: 1.

IT 95

IT Key Performance Indicator Risk Reporting 95

CIO Business Intelligence

NOVEMBER 20, 2023

Measuring developer productivity has long been a Holy Grail of business. In addition, system, team, and individual productivity all need to be measured. Using tools such as Jira, which measures backlog management, it is possible to spot trends that are damaging to optimization. So, it’s complicated. Here’s how it works.

Measurement 126

Measurement Metrics Testing Software 126

O'Reilly on Data

MARCH 25, 2025

The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. We call this POC Purgatorythat frustrating limbo where you’ve built something cool but can’t quite turn it into something real. The truth is, we’re in the earliest days of understanding how to build robust LLM applications.

Testing 174

Testing Data-driven Software Measurement 174

datapine

AUGUST 19, 2020

In our cutthroat digital economy, massive amounts of data are gathered, stored, analyzed, and optimized to deliver the best possible experience to customers and partners. At the same time, inventory metrics are needed to help managers and professionals in reaching established goals, optimizing processes, and increasing business value.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

Smart Data Collective

FEBRUARY 23, 2023

By analyzing data and extracting useful insights, brands can make informed decisions to optimize their branding strategies. This article will explore data mining and how it can help online brands with brand optimization. What is Data Mining? Data mining deals with extracting useful insights and patterns from large data sets.

Data mining 145

Data mining Optimization Technology Marketing 145

CIO Business Intelligence

JANUARY 21, 2025

Deloittes State of Generative AI in the Enterprise reports nearly 70% have moved 30% or fewer of their gen AI experiments into production, and 41% of organizations have struggled to define and measure the impacts of their gen AI efforts. Why should CIOs bet on unifying their data and AI practices?

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

DECEMBER 20, 2024

Invest in core functions that perform data curation such as modeling important relationships, cleansing raw data, and curating key dimensions and measures. Optimize data flows for agility. Limit the times data must be moved to reduce cost, increase data freshness, and optimize enterprise agility. Cloud storage. Cloud computing.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

datapine

OCTOBER 7, 2020

What gets measured gets done.” – Peter Drucker. By setting operational performance measures, you will know what is happening at every stage of your business. Using data in today’s businesses is crucial to evaluate success and gather insights needed for a sustainable company.

KPI 269

KPI Metrics Sales Visualization 269

CIO Business Intelligence

JANUARY 21, 2025

These concerns emphasize the need to carefully balance the costs of GenAI against its potential benefits, a challenge closely tied to measuring ROI. But alongside its promise of significant rewards also comes significant costs and often unclear ROI. million in 2025 to $7.45

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

CIO Business Intelligence

MARCH 19, 2025

Additionally, Deloittes ESG Trends Report highlights fragmented ESG data, inconsistent reporting frameworks and difficulties in measuring sustainability ROI as primary challenges preventing organizations from fully leveraging their data for ESG initiatives.

IT 59

IT Data Governance Data-driven Metrics 59

DataKitchen

NOVEMBER 5, 2024

Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data.

Data Quality 198

Data Quality Testing Metrics Reporting 198

CIO Business Intelligence

DECEMBER 19, 2024

Additionally, nuclear power companies and energy infrastructure firms are hiring to optimize and secure energy systems, while smart city developers need IoT and AI specialists to build sustainable and connected urban environments, Breckenridge explains. of survey respondents) and circular economy implementations (40.2%).

IT 52

IT IoT Machine Learning Optimization 52

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line.

Metrics 360

Metrics Reporting Measurement Finance 360

datapine

FEBRUARY 14, 2021

That’s why it’s critical to monitor and optimize relevant supply chain metrics. While there are numerous KPI examples you can select for your assessment and optimization, we have focused on a list that will enable you to identify potential bottlenecks and ensure sustainable development. ” – Wael Safwat, SCMAO.

Metrics 260

Metrics KPI Dashboards Sales 260

O'Reilly on Data

NOVEMBER 19, 2024

decomposes a complex task into a graph of subtasks, then uses LLMs to answer the subtasks while optimizing for costs across the graph. presented the TRACE framework for measuring results, which showed how GraphRAG achieves an average performance improvement of up to 14.03%. Split each document into chunks.

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

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. “It is a capital mistake to theorize before one has data.”–

Dashboards 316

Dashboards KPI Sales Visualization 316

CIO Business Intelligence

MAY 23, 2024

More recently, products have become increasingly digital, with software that manages patient flows, tools for surgery planning, and sterile management processes that optimize inventory and ensure that surgical instruments are delivered at the right time to the right place. It’s a difficult balancing act.

Digital Transformation 111

Digital Transformation Measurement Cost-Benefit Data Warehouse 111

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments. Did you know?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

O'Reilly on Data

SEPTEMBER 15, 2020

Technical sophistication: Sophistication measures a team’s ability to use advanced tools and techniques (e.g., Technical competence: Competence measures a team’s ability to successfully deliver on initiatives and projects. Goals should be defined specifically and at a granular level for each stakeholder and relevant use case.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

CIO Business Intelligence

JANUARY 10, 2025

High expectations, but ROI challenges persist Despite significant investments, only 31% of organizations expect to measure generative AIs return on investment in the next six months. The dynamic nature of AI demands new ways to measure value beyond the limits of a conventional business case, Chase said.

ROI 81

ROI Enterprise Broadcasting Metrics 81

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 128

Optimization Testing Data-driven Strategy 128

CIO Business Intelligence

APRIL 8, 2025

These issues dont just hinder next-gen analytics and AI; they erode trust, delay transformation and diminish business value. Data quality is no longer a back-office concern. Its a strategic imperative that demands the focus of both technology and business leaders. Your proactive approach can prevent these issues from occurring in the first place.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

DECEMBER 18, 2024

As a platform company, measurement is crucial to success. We have a very tight way to govern and measure our efforts so we dont focus on things that dont deliver value. Its not just about cost optimization or uptime. One is a value capture goal and the other is a run goal. All of this is intertwined. We discuss everything.

Digital Transformation 116

Digital Transformation Metrics Measurement ROI 116