CIO Business Intelligence

DECEMBER 20, 2024

Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations. Optimize data flows for agility. AI and machine learning models. Curate the data. Application programming interfaces.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

David Menninger's Analyst Perspectives

JANUARY 21, 2025

These include architectural optimizations to reduce memory usage and query times with more efficient batch processing to deliver better throughput, faster bulk writes and accelerated concurrent writes during data replication. also delivers enhanced developer-centric features focused on the development of AI applications.

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

DataKitchen

APRIL 13, 2021

DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. Observe, optimize, and scale enterprise data pipelines. . ModelOp — Governs, monitors, and orchestrates models across the enterprise. Meta-Orchestration .

Testing 300

Testing Machine Learning Consulting Data Science 300

CIO Business Intelligence

FEBRUARY 6, 2025

The hype around large language models (LLMs) is undeniable. Think about it: LLMs like GPT-3 are incredibly complex deep learning models trained on massive datasets. In retail, they can personalize recommendations and optimize marketing campaigns. They leverage around 15 different models. Theyre impressive, no doubt.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

MAY 30, 2024

Even though serverless functions offer unparalleled flexibility and cost efficiency, they have design, state management, and cost optimization challenges. optimize the overall performance. Using cost optimization tools Effective cost management is one of the best reasons to opt for serverless computing.

Optimization 116

Optimization Data-driven IoT Manufacturing 116

CIO Business Intelligence

AUGUST 25, 2023

But things go awry and when they do, Proctor & Gamble now employs its Hot Melt Optimization platform to catch snags and get the process back on track. The project team explored several algorithms, including training neural network models, and found that the Microsoft AI Rules Engine achieved the best results,” Kietermeyer added.

Predictive Analytics 98

Predictive Analytics IoT Manufacturing Analytics 98

AWS Big Data

NOVEMBER 22, 2024

This upgrade allows you to build, test, and deploy data models in dbt with greater ease and efficiency, using all the features that dbt Cloud provides. This saves time and effort, especially for teams looking to minimize infrastructure management and focus solely on data modeling.

Data Lake 83

Data Lake Data Warehouse Cost-Benefit Data Transformation 83

Cloudera

NOVEMBER 13, 2020

Data science experiment result and performance analysis, for example, calculating model lift. Operational, Cybersecurity, and IoT reporting where the current point in time state of an individual or single device needs to be analyzed. . Impala Optimizations for Small Queries. Query Planner Design.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

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.

IT 52

IT IoT Machine Learning Optimization 52

Cloudera

SEPTEMBER 4, 2020

The Future Of The Telco Industry And Impact Of 5G & IoT – Part 3. To continue where we left off, how are ML and IoT influencing the Telecom sector, and how is Cloudera supporting this industry evolution? When it comes to IoT, there are a number of exciting use cases that Cloudera is helping to make possible.

IoT 93

IoT Machine Learning Optimization Insurance 93

datapine

NOVEMBER 27, 2019

The demand for real-time online data analysis tools is increasing and the arrival of the IoT (Internet of Things) is also bringing an uncountable amount of data, which will promote the statistical analysis and management at the top of the priorities list. 5) Collaborative Business Intelligence.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

IBM Big Data Hub

NOVEMBER 6, 2023

Given the complexity of API ecosystems, the growth of IoT platforms and the sheer volume of APIs organizations utilize ( about 20,000 on average ), getting a handle on API security is both increasingly challenging and increasingly necessary. AI technologies can also enable automated threat modeling.

Optimization 113

Optimization Testing Software Risk 113

datapine

NOVEMBER 19, 2019

There are a large number of tools used in AI, including versions of search and mathematical optimization, logic, methods based on probability and economics, and many others. This feature hierarchy and the filters that model significance in the data, make it possible for the layers to learn from experience. Connected Retail.

Technology 279

Technology Internet of Things IT IoT 279

CIO Business Intelligence

MARCH 30, 2022

The advent of digital technologies has had a major impact on the business, in both what services it delivers and how it delivers them, including IoT (internet of things) technologies and predictive maintenance capabilities. Have you changed your IT operating model to support the move from 13 business units to three sectors?

Modeling 98

Modeling IT IoT Internet of Things 98

CIO Business Intelligence

AUGUST 20, 2024

Implementing AI algorithms directly on local edge devices, such as sensors or Internet of Things (IoT) devices, enables local processing and analysis for real-time decision-making, and models can continue to function even when connectivity is lost. Finding solutions that simplify edge operations is critical for success. initiatives.

Manufacturing 117

Manufacturing IoT Internet of Things Optimization 117

CIO Business Intelligence

AUGUST 20, 2024

The promise of the smarter city Smart cities offer the promise of a thriving urban ecosystem that seamlessly blends technology, systems, and people to optimize everything from traffic flow to energy consumption. For these cities, fortifying Internet of Things (IoT) sensor and device vulnerabilities to combat cyberthreats is a key concern.

IT 122

IT Internet of Things IoT Data-driven 122

Sisense

MAY 11, 2021

You can’t talk about data analytics without talking about data modeling. The reasons for this are simple: Before you can start analyzing data, huge datasets like data lakes must be modeled or transformed to be usable. Building the right data model is an important part of your data strategy. What is data modeling?

Modeling 84

Modeling Big Data IoT Data Warehouse 84

Cloudera

SEPTEMBER 8, 2020

Technology like IoT, edge computing and 5G are changing the face of CSPs. The current scale and pace of change in the Telecommunications sector is being driven by the rapid evolution of new technologies like the Internet of Things (IoT), 5G, advanced data analytics, and edge computing. Telcos have been pumping in over 1.5

IoT 70

IoT Internet of Things B2B Data-driven 70

Cloudera

DECEMBER 20, 2022

With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. This scenario suggests that in the not too distant future, there will be a large “long-tail” of producers that will have to be taken into account for any production forecasting model.

Optimization 81

Optimization Data Analytics Analytics Cost-Benefit 81

CIO Business Intelligence

APRIL 16, 2024

While warp speed is a fictional concept, it’s an apt way to describe what generative AI (GenAI) and large language models (LLMs) are doing to exponentially accelerate Industry 4.0. Manufacturers have been using gateways to work around these legacy silos with IoT platforms to collect and consolidate all operational data. Explainability.

Manufacturing 142

Manufacturing Digital Transformation Risk Dashboards 142

CIO Business Intelligence

OCTOBER 30, 2023

Disruption has moved from the exception to the norm With disruption now a constant rather than one-off event, organizations must be able to quickly react to change with agility across all aspects of their operating models. It’s no longer sufficient to pursue after-the-fact transformations.

Digital Transformation 143

Digital Transformation Risk Management IoT Cost-Benefit 143

Smart Data Collective

SEPTEMBER 11, 2020

IoT is the technology that enhances communication by connecting network devices and collecting data. AI is leading to massive changes in the IoT market. The number of IoT devices is projected to skyrocket from 10 billion to 64 billion between 2018 and 2025. Experts project that 40% of all IoT changes will be shaped by AI.

Technology 112

Technology IoT Internet of Things Cost-Benefit 112

CIO Business Intelligence

AUGUST 16, 2022

Elaborating on some points from my previous post on building innovation ecosystems, here’s a look at how digital twins , which serve as a bridge between the physical and digital domains, rely on historical and real-time data, as well as machine learning models, to provide a virtual representation of physical objects, processes, and systems.

Visualization 145

Visualization Cost-Benefit IoT Digital Transformation 145

CIO Business Intelligence

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Not at all.

Risk 132

Risk Cost-Benefit Modeling Optimization 132

BizAcuity

MARCH 1, 2019

IoT is basically an exchange of data or information in a connected or interconnected environment. As IoT devices generate large volumes of data, AI is functionally necessary to make sense of this data. IoT and AI together make this context, i.e. ‘connected intelligence’ from connected devices. Bringing the power of AI to IoT.

IoT 56

IoT Internet of Things Big Data Data-driven 56

CIO Business Intelligence

JUNE 13, 2024

Digital transformation initiatives spearheaded by governments are reshaping the IT landscape, fostering investments in cloud computing, cybersecurity, and emerging technologies such as AI and IoT. However, cybersecurity remains a pressing concern, with organizations striving to fortify their defenses against evolving threats.

Internet of Things 105

Internet of Things IoT IT Digital Transformation 105

Smart Data Collective

APRIL 20, 2023

There are many ways businesses are using big data to make better decisions and operate more efficiently Organizations can use big data to optimize expenses and reduce costs. Big data models make it easier to find the right location and make other important decisions.

Internet of Things 145

Internet of Things Cost-Benefit Big Data Data-driven 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.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CIO Business Intelligence

MAY 28, 2022

Liberty Mutual’s cloud infrastructure runs an array of business applications and analytics dashboards that yield real-time insights and predictions, as well as machine learning models that streamline claims processing. Liberty Mutual’s data scientists employ Tableau and Python extensively to deploy models into production.

Insurance 145

Insurance Machine Learning Digital Transformation Cost-Benefit 145

CIO Business Intelligence

AUGUST 19, 2024

The company’s mission is to provide farmers with real-time insights derived from plant data, enabling them to optimize water usage, improve crop yields, and adapt to changing climatic conditions. This system uses large language models (LLMs) to combine a vast library of agricultural data with expert knowledge.

IoT 126

IoT Data-driven Data Enablement Optimization 126

CIO Business Intelligence

MAY 16, 2024

But Parameswaran aims to parlay his expertise in analytics and AI to enact real-time inventory management and deploy IoT technologies such as sensors and trackers on industrial automation equipment and delivery trucks to accelerate procurement, inventory management, packaging, and delivery.

IoT 104

IoT Internet of Things Digital Transformation Sales 104

CIO Business Intelligence

JANUARY 26, 2024

Fueled by cloud Ford’s cloud journey, which began roughly a decade ago, continues to this day, Musser says, as the automaker seeks to take advantage of advances in the key technologies fueling its transformation, including the internet of things (IoT), software as a service, and the latest offerings on Google Cloud Platform (GCP).

IoT 119

IoT Manufacturing Internet of Things Digital Transformation 119

CIO Business Intelligence

NOVEMBER 7, 2022

A developing playbook of best practices for data science teams covers the development process and technologies for building and testing machine learning models. CIOs and CDOs should lead ModelOps and oversee the lifecycle Leaders can review and address issues if the data science teams struggle to develop models.

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

Smart Data Collective

MAY 17, 2021

A critical component of smarter data-driven operations is commercial IoT or IIoT, which allows for consistent and instantaneous fleet tracking. The global IoT fleet management market is expected to reach $17.5 Predictive models, estimates and identified trends can all be sent to the project management team to speed up their decisions.

Big Data 132

Big Data Cost-Benefit IoT Machine Learning 132

Cloudera

AUGUST 4, 2021

In fact, McKinsey points to a 50% reduction in downtime and a 40% reduction in maintenance costs when using IoT and data analytics to predict and prevent breakdowns. Navistar relies on predictive maintenance, which leverages IoT and data analytics to predict and prevent breakdowns of commercial trucks and school buses. “We

IoT 98

IoT Unstructured Data Machine Learning Predictive Modeling 98

Smart Data Collective

NOVEMBER 20, 2022

One of the most significant benefits of leveraging analytics in manufacturing is with marketing optimization and automation. It is clear that in recent years there has been exponential growth in digital technologies, computing power and the so-called Internet of Things (IoT), among other things. Optimize your website.

Manufacturing 144

Manufacturing Marketing Data Analytics Analytics 144

CIO Business Intelligence

JANUARY 3, 2024

These objections often include, “But we’ve always done it this way” (resistance to change), “It works just fine as is” (accepting the status quo which may be a sub-optimal solution), “Let’s wait until post-build” (pushing things off until later), “Let’s start with the metaverse” (being distracted by shiny objects), and more.

Cost-Benefit 136

Cost-Benefit ROI Manufacturing Optimization 136