CIO Business Intelligence

JANUARY 6, 2025

Its more about optimizing and maximizing the value were getting out of gen AI, she says. This approach not only demonstrates that we value our people wherever they are but allows me to engage effectively with my managers to develop strategies that foster a productive and inclusive culture where different strengths and skill sets can thrive.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

JUNE 15, 2023

BCG asked 12,898 frontline employees, managers, and leaders in large organizations around the world how they felt about AI: 61% listed curiosity as one of their two strongest feelings, 52% listed optimism, 30% concern, and 26% confidence. Despite BCG’s findings of optimism in the workforce, there’s a darker side.

Management 116

Management Experimentation Optimization Enterprise 116

CIO Business Intelligence

OCTOBER 24, 2024

As they look to operationalize lessons learned through experimentation, they will deliver short-term wins and successfully play the gen AI — and other emerging tech — long game,” Leaver said. Determining the optimal level of autonomy to balance risk and efficiency will challenge business leaders,” Le Clair said.

ROI 127

ROI Data-driven Enterprise Experimentation 127

AWS Big Data

JANUARY 15, 2025

For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. Their terminal operations rely heavily on seamless data flows and the management of vast volumes of data.

IoT 111

IoT Machine Learning Metadata Data-driven 111

DataKitchen

APRIL 13, 2021

Sandbox Creation and Management. Apache Oozie — An open-source workflow scheduler system to manage Apache Hadoop jobs. They make it easy to deploy and manage your own Apache Airflow webserver, so you can get straight to writing workflows. Observe, optimize, and scale enterprise data pipelines. . Meta-Orchestration.

Testing 304

Testing Machine Learning Consulting Data Quality 304

O'Reilly on Data

MARCH 25, 2025

With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software. Slow response/high cost : Optimize model usage or retrieval efficiency. chunking or OCR quality), basic tool use (e.g.

Testing 174

Testing Data-driven Software Measurement 174

datapine

MAY 20, 2020

To ensure that your customer-facing communications and efforts are constantly improving and evolving, investing in customer relationship management (CRM) is vital. 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.

Dashboards 265

Dashboards Reporting KPI Visualization 265

CIO Business Intelligence

JANUARY 10, 2025

Currently, 51% of organizations are exploring their potential to optimize administrative tasks (60%), customer service (54%), and business content creation (53%). In contrast, only 26% of middle managers and a mere 15% of entry-level employees are leveraging these technologies. However, only 12% have deployed such tools to date.

ROI 81

ROI Enterprise Broadcasting Metrics 81

Smart Data Collective

DECEMBER 30, 2020

One of the most important applications of big data technology lies with inventory management and optimization. Understanding the Best Data-Driven Inventory Optimization Applications for the Coming Year. The best data-driven inventory analysis and management applications are: Ordoro InFlow Upserve Cin7 Zoho. .

Data-driven 99

Data-driven Software Optimization Big Data 99

CIO Business Intelligence

JANUARY 14, 2025

In todays digital economy, business objectives like becoming a leading global wealth management firm or being a premier destination for top talent demand more than just technical excellence. Most importantly, architects make difficult problems manageable. The stakes have never been higher.

Enterprise 119

Enterprise Technology Metrics Measurement 119

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. Domino 3.3

Management 97

Management Experimentation Data Science Modeling 97

AWS Big Data

JUNE 11, 2024

Amazon OpenSearch Service is a managed service that makes it straightforward to secure, deploy, and operate OpenSearch clusters at scale in the AWS Cloud. In an OpenSearch Service domain, the data is managed in the form of indexes. as experimental feature. Both LZ4 and Zlib codecs are part of the Lucene core codecs.

Optimization 94

Optimization Experimentation Cost-Benefit Software 94

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

JULY 8, 2024

Amazon Managed Service for Apache Flink offers a fully managed, serverless experience in running Apache Flink applications and now supports Apache Flink 1.19.1 , the latest stable version of Apache Flink at the time of writing. In every Apache Flink release, there are exciting new experimental features. support Python 3.11

Management 115

Management Consulting Dashboards Snapshot 115

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 97

Snapshot Recreation/Entertainment Experimentation Data Lake 97

Domino Data Lab

JUNE 23, 2019

Pete Skomoroch presented “ Product Management for AI ” at Rev. Pete Skomoroch ’s “ Product Management for AI ”session at Rev provided a “crash course” on what product managers and leaders need to know about shipping machine learning (ML) projects and how to navigate key challenges. Session Summary. It is similar to R&D.

Management 110

Management Machine Learning Experimentation Metrics 110

CIO Business Intelligence

JULY 3, 2023

For the last 30 years, the dream of being able to collect, manage and make use of the collected knowledge assets of an organization has never been truly realized. But the rise of large language models (LLMs) is starting to make true knowledge management (KM) a reality. The knowledge management dream is becoming a reality.

Management 105

Management Experimentation Modeling Enterprise 105

DataRobot Blog

DECEMBER 6, 2022

Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results. Taking a Multi-Tiered Approach to Model Risk Management. Data scientists are in demand: the U.S. Explore these 10 popular blogs that help data scientists drive better data decisions.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

Ontotext

JULY 24, 2023

I did some research because I wanted to create a basic framework on the intersection between large language models (LLM) and data management. I urge early adopters to think of this as an extension of their existing efforts to get the data and associated processes within your organization defined, managed, and governed.

Modeling 98

Modeling Management Structured Data Data Architecture 98

CIO Business Intelligence

AUGUST 20, 2024

High performance back then generally focused on delivery — a contrast to previous generations of IT where business and IT alignment was an issue, and teams struggled to deliver with waterfall project management practices. This shift in focus requires teams to understand business strategy, market trends, customer needs, and value propositions.

IT 141

IT Digital Transformation Experimentation Risk 141

CIO Business Intelligence

MAY 9, 2024

Experimentation drives momentum: How do we maximize the value of a given technology? Via experimentation. This can be as simple as a Google Sheet or sharing examples at weekly all-hands meetings Many enterprises do “blameless postmortems” to encourage experimentation without fear of making mistakes and reprisal.

Enterprise 122

Enterprise Experimentation Sales Manufacturing 122

datapine

JANUARY 31, 2022

The main use of business intelligence is to help business units, managers, top executives, and other operational workers make better-informed decisions backed up with accurate data. 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

CIO Business Intelligence

DECEMBER 19, 2024

Water management projects are more dominant in water-scarce regions, Breckenridge says. 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.

IT 52

IT IoT Machine Learning Optimization 52

CIO Business Intelligence

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. By understanding their options and leveraging GPU-as-a-service, CIOs can optimize genAI hardware costs and maintain processing power for innovation.”

Cost-Benefit 136

Cost-Benefit Experimentation Consulting Modeling 136

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. Over time, using machine learning and AI, CBRE has managed to reduce manual lease processing times by 25% and cut positive false alarms in managed commercial facilities by 65%. And those experiments have paid off. And those experiments have paid off.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130

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. AI can help automate and optimize production, logistics, and personnel management processes, leading to visible cost savings and improvements.

Experimentation 59

Experimentation Optimization Digital Transformation Manufacturing 59

CIO Business Intelligence

APRIL 12, 2024

This anticipated move could completely transform how these companies hire new employees and how they manage and deliver the technology employees use. Right now most organizations tend to be in the experimental phases of using the technology to supplement employee tasks, but that is likely to change, and quickly, experts say.

Experimentation 143

Experimentation Reporting Testing Statistics 143

DataRobot

MARCH 10, 2021

Set the goal to be achieved or optimized. Use MLOps tools and practices to define and monitor key performance indicators and manage system health. It is designed by humans, built by humans, managed by humans, with the objective to serve human goals. Fit pattern-matching algorithms. Humans and AI Best Practices. Request a demo.

Machine Learning 145

Machine Learning Experimentation Key Performance Indicator Reporting 145

Occam's Razor

AUGUST 12, 2013

The outcome in either scenario is a restructuring of the organization that is exquisitely geared towards taking advantage of portfolio optimization. At this point you should educate your management team on this specificity. " Understand why I believe that as designed the default position based model is sub-optimal.

Modeling 162

Modeling Optimization Marketing Interactive 162

DataRobot Blog

JANUARY 10, 2023

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. DataRobot Notebooks is a fully hosted and managed notebooks platform with auto-scaling compute capabilities so you can focus more on the data science and less on low-level infrastructure management. Auto-scale compute.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

Decision Management Solutions

MARCH 26, 2020

We’ve been blogging recently on Decision Optimization. The Customer Journey to Decision Optimization. Those trying to improve and optimize their decisions report various challenges. Experimentation at the beginning of your journey is essential to make sure you understand where you are starting.

Experimentation 72

Experimentation Recreation/Entertainment Optimization Testing 72

CIO Business Intelligence

JANUARY 19, 2024

Data science certifications give you an opportunity to not only develop skills that are hard to find in your desired industry, but also validate your data science know-how so recruiters and hiring managers know what they get if they hire you. and SAS Text Analytics, Time Series, Experimentation, and Optimization.

Data Science 126

Data Science Machine Learning Predictive Modeling Forecasting 126

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. In this article, we’ll dive into each phase, offering actionable strategies to help you master the art of adaptive technology portfolio management.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

CIO Business Intelligence

MAY 12, 2022

Most tools offer visual programming interfaces that enable users to drag and drop various icons optimized for data analysis. Supports larger data management architecture; modular options available. A free plan allows experimentation. Composite AI mixes statistics and machine learning; industry-specific solutions. On request.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

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

DataRobot Blog

MARCH 8, 2023

Every modern enterprise has a unique set of business data collected as part of their sales, operations, and management processes. This partnership between the two brings together DataRobot’s multimodal machine learning capabilities with SAP’s extensive business data and processes to create business-centric ML solutions.

Enterprise 105

Enterprise Experimentation Machine Learning Data Science 105

Occam's Razor

FEBRUARY 26, 2008

" Our Senior Management won't let us do that." " Or sometimes " My manager simply does not get it / Analytics / Web / Me / Anything." It is just that we are too low on the totem pole or that our management is ignorant / opinionated / close minded / other things. We have tried but failed.

Management 68

Management Experimentation Testing Metrics 68