CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. Wikipedia defines a software architect as a software expert who makes high-level design choices and dictates technical standards, including software coding standards, tools, and platforms.

Enterprise 119

Enterprise Technology Metrics Measurement 119

CIO Business Intelligence

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others.

Software 131

Software Experimentation Testing Cost-Benefit 131

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

MAY 20, 2020

CRM software will help you do just that. With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. Try our professional dashboard software for 14 days, completely free! Let’s begin. Follow-Up Contact Rate.

Dashboards 265

Dashboards Reporting KPI Visualization 265

DataKitchen

APRIL 13, 2021

ICEDQ — Software used to automate the testing of ETL/Data Warehouse and Data Migration. Observe, optimize, and scale enterprise data pipelines. . Terraform – Open-source infrastructure as code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. . Production Monitoring Only. Data breaks.

Testing 300

Testing Machine Learning Consulting Data Science 300

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. micro, remember to monitor its performance using the recommended metrics to maintain optimal operation.

Metadata 106

Metadata Cost-Benefit Metrics Optimization 106

The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). However, joint optimization is possible by increasing both $x_1$ and $x_2$ at the same time.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

MAY 23, 2022

The cloud is great for experimentation when data sets are smaller and model complexity is light. However, this repatriation can mean more headaches for data science and IT teams to design, deploy and manage infrastructure optimized for AI as the workloads return on premises.

Experimentation 137

Experimentation Cost-Benefit Data Lake Data Science 137

AWS Big Data

JUNE 11, 2024

Zstandard codec The Zstandard codec was introduced in OpenSearch as an experimental feature in version 2.7 , and it provides Zstandard-based compression and decompression APIs. release , the Zstandard codec has been promoted from experimental to mainline, making it suitable for production use cases. as experimental feature.

Optimization 87

Optimization Experimentation Cost-Benefit Software 87

CIO Business Intelligence

MARCH 4, 2025

The Block ecosystem of brands including Square, Cash App, Spiral and TIDAL is driven by more than 4,000 engineers and thousands of interconnected software systems. Today, Block is doubling down on engineering velocity, investing in major initiatives to help teams ship software even faster.

Experimentation 69

Experimentation Metrics Data-driven Measurement 69

CIO Business Intelligence

DECEMBER 19, 2024

In especially high demand are IT pros with software development, data science and machine learning skills. In the EV and battery space, software engineers and product managers are driving the build-out of connected charging networks and improving battery life.

IT 52

IT IoT Machine Learning Optimization 52

AWS Big Data

DECEMBER 12, 2024

Amazon Redshift , optimized for complex queries, provides high-performance columnar storage and massively parallel processing (MPP) architecture, supporting large-scale data processing and advanced SQL capabilities. The solutions flexible and scalable architecture effectively optimizes operational costs and improves business responsiveness.

Snapshot 79

Snapshot Recreation/Entertainment Experimentation Data Lake 79

CIO Business Intelligence

DECEMBER 23, 2024

A new survey of SAP customer organizations shows that, despite AI experimentation, few have implemented AI and generative AI technologies across their enterprises. SAP said these results reveal a pressing need for more information about AI by users, partners, and software manufacturers alike.

Experimentation 59

Experimentation Optimization Digital Transformation Manufacturing 59

datapine

JANUARY 31, 2022

Your Chance: Want to try a professional BI analytics software? BI software uses algorithms to extract actionable insights from a company’s data and guide its strategic decisions. They’re about having the mindset of an experimenter and being willing to let data guide a company’s decision-making process.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Occam's Razor

AUGUST 12, 2013

We have fought valiant battles, paid expensive consultants, purchased a crazy amount of software, and achieved an implementation high that is quickly, followed by a " gosh darn it where is my return on investment from all this?" Understand why I believe that as designed the default position based model is sub-optimal.

Modeling 162

Modeling Optimization Marketing Interactive 162

CIO Business Intelligence

AUGUST 20, 2024

They must define target outcomes, experiment with many solutions, capture feedback, and seek optimal paths to delivering multiple objectives while minimizing risks. Communicate the vision and set realistic expectations “Today’s high-performing teams are hybrid, dynamic, and autonomous,” says Ross Meyercord, CEO of Propel Software.

IT 141

IT Digital Transformation Experimentation Risk 141

CIO Business Intelligence

NOVEMBER 13, 2023

No matter the industry, organizations are increasingly looking for ways to optimize mission-critical software development processes. Tools like open source have helped give a boost to software development, but it also means security needs to always be top of mind. Is your DevOps toolchain ready to secure mainframe operations?

Experimentation 129

Experimentation Software Data Processing Optimization 129

CIO Business Intelligence

MAY 12, 2022

But there are deeper challenges because predictive analytics software can’t magically anticipate moments when the world shifts gears and the future bears little relationship to the past. Most tools offer visual programming interfaces that enable users to drag and drop various icons optimized for data analysis.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

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 Software Are We Talking About? It was not optimized to provide correct responses.

IT 346

IT Modeling Testing Risk 346

datapine

FEBRUARY 4, 2020

Use professional software. To get started, you might want to equip yourself with a marketing BI software to analyze all your data and easily build professional reports. Using this data can provide insights on whether your investments are stable or need more optimization to deliver specified targets.

Reporting 280

Reporting Marketing Advertising Metrics 280

Smart Data Collective

OCTOBER 13, 2022

These patterns could then be used as the basis for additional experimentation by scientists or engineers. It’s applicable in software design, architecture, and medicine , among other industries. . Assembly Line Optimization. In addition, many companies don’t have the resources to train and maintain AI software.

Testing 128

Testing Cost-Benefit Experimentation Optimization 128

DataRobot Blog

MARCH 8, 2023

Today, SAP and DataRobot announced a joint partnership to enable customers connect core SAP software, containing mission-critical business data, with the advanced Machine Learning capabilities of DataRobot to make more intelligent business predictions with advanced analytics.

Enterprise 105

Enterprise Experimentation Machine Learning Data Science 105

Domino Data Lab

MARCH 20, 2019

Models are so different from software — e.g., they require much more data during development, they involve a more experimental research process, and they behave non-deterministically — that organizations need new products and processes to enable data science teams to develop, deploy and manage them at scale.

Management 97

Management Experimentation Data Science Modeling 97

CIO Business Intelligence

MARCH 7, 2023

Agile for hybrid teams optimizing low-code experiences The agile manifesto is now 22 years old and was written when IT departments struggled with waterfall project plans that often failed to complete, let alone deliver business outcomes. Apply agile when developing low-code and no-code experiences.

Digital Transformation 145

Digital Transformation Data Governance Machine Learning Experimentation 145

CIO Business Intelligence

OCTOBER 1, 2022

The digital transformation of P&G’s manufacturing platform will enable the company to check product quality in real-time directly on the production line, maximize the resiliency of equipment while avoiding waste, and optimize the use of energy and water in manufacturing plants. Data and AI as digital fundamentals.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CIO Business Intelligence

MAY 21, 2024

Along with code-generating copilots and text-to-image generators, which leverage a combination of LLMs and diffusion processing, LLMs are at the core of most generative AI experimentation in business today. We’re looking to [help our customers] schedule people optimally with the right skill at the right time,” he says.

IT 131

IT Cost-Benefit Experimentation Forecasting 131

CIO Business Intelligence

JANUARY 25, 2024

After a year of frenzied experimentation and investment, executives will have to identify truly valid use cases (and ROI) for AI in 2024. They should work hand-in-hand with CFOs to make sure IT is funded sufficiently but not overspending on unused software. The new rule here: Define the problem before investing in a solution.

ROI 105

ROI Experimentation Sales Machine Learning 105

CIO Business Intelligence

JULY 24, 2024

This dynamic framework offers CIOs a powerful tool to continually optimize their technology portfolios, ensuring their organizations remain agile, efficient, and future-ready. Key strategies for exploration: Experimentation: Conduct small-scale experiments. Use agile methodologies to implement updates and optimizations quickly.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

Cloudera

APRIL 13, 2021

Unfortunately, most organizations run into trouble when it comes to bridging the gap that exists between experimentation and full-scale ML production. Proper science takes experimentation and observation, as well as a willingness to accept the failures alongside the successes. Optimize later. Step 4: Iterate quickly.

Machine Learning 98

Machine Learning Enterprise Experimentation Modeling 98

CIO Business Intelligence

NOVEMBER 2, 2023

Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend. growth experienced in 2022.

Strategy 140

Strategy Data Processing Experimentation Optimization 140

IBM Big Data Hub

JUNE 10, 2024

From software as a service (SaaS) to infrastructure as a service (IaaS), platform as a service (PaaS) and beyond, XaaS enables organizations to access cutting-edge technologies and capabilities without the need for upfront investment in hardware or software.

Experimentation 62

Experimentation Optimization Risk Management Machine Learning 62

CIO Business Intelligence

AUGUST 14, 2024

Organizations typically start with the most capable model for their workload, then optimize for speed and cost. For many enterprises, Microsoft provides not just document and email storage, but also the root of enterprise identity for those data sources, as Vadim Vladimirskiy, CEO of software developer Nerdio, points out.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

JANUARY 24, 2025

In bps case, the multiple generations of IT hardware and software have been made even more complex by the scope and variety of the companys operations, from oil exploration to electric vehicle (EV) charging machines to the ordinary office activities of a corporation.

Digital Transformation 59

Digital Transformation B2B Testing Experimentation 59

Domino Data Lab

OCTOBER 14, 2020

We’ve developed a model-driven software platform, called Climate FieldView , that captures, visualizes, and analyzes a vast array of data for farmers and provides new insight and personalized recommendations to maximize crop yield. Experimentation and collaboration are built into the core of the platform. Hyperparameter Tuning.

Experimentation 99

Experimentation Deep Learning Modeling Testing 99

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. IT leaders are exploring how different gen AI tools transform the software development lifecycle.

Advertising 124

Advertising Cost-Benefit Experimentation Reporting 124

CIO Business Intelligence

AUGUST 21, 2024

It can also be a software program or another computational entity — or a robot. More recently, Hughes has begun building software to automate application deployment to the Google Cloud Platform and create CI/CD pipelines, while generating code using agents. Most of us in AI are software engineers,” he says.

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

MARCH 7, 2023

Something that produces libraries and software is no different than searching GitHub,” he says. “We Oliver Wittmaier, CIO and product owner at DB SYSTEL GmbH DB SYSTEL GmbH Content generation is also an area of particular interest to Michal Cenkl, director of innovation and experimentation at Mitre Corp. “I Mitre Corp.

Enterprise 116

Enterprise IT Unstructured Data Experimentation 116