CIO Business Intelligence

JANUARY 26, 2023

Cloud cost managers are the solution. See Azure Cost Management , Google Cloud Cost Management , and AWS Cloud Financial Management tools for the big three clouds. Once your cloud commitment gets bigger, independent cost management tools start to become attractive.

Management 116

Management Forecasting Dashboards Optimization 116

CIO Business Intelligence

FEBRUARY 1, 2023

As organizations of all stripes continue their migration to the cloud, they are coming face to face with sometimes perplexing cost issues, forcing them to think hard about how best to optimize workloads, what to migrate, and who exactly is responsible for what. 3 Do they have Data Management Services as part of their portfolio?

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

CIO Business Intelligence

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. But there’s a problem with it — you can never be sure if the information you upload won’t be used to train the next generation of the model. It’s not trivial,” she says.

Modeling 139

Modeling Enterprise Marketing Sales 139

CIO Business Intelligence

JULY 17, 2023

The Infrastructure-as-a-Service (IaaS) cloud computing model enables remote working, supports digital transformation, provides scale, increases resilience, and can reduce costs. Unless the model is understood and followed, it could lead to data, applications, and cloud workloads being exposed to security vulnerabilities.

Management 98

Management Data Processing Risk Digital Transformation 98

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. For CEOs and company managers, it is crucial not to waste time and resources on tasks that do not make a significant contribution to the company, but instead are a waste. Data-driven decision-making has become a major element of modern business.

Data-driven 125

Data-driven Optimization Big Data Data Strategy 125

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). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 332

Management Machine Learning Experimentation Metrics 332

IBM Big Data Hub

AUGUST 23, 2023

When it comes to hosting applications on Amazon Web Services (AWS), one of the most important decisions you will need to make is which Amazon Elastic Compute Cloud (EC2) instance type to choose. Choosing the right instance offering and instance size for your application is critical for optimizing performance and reducing costs.

Data Processing 40

Data Processing Optimization Testing Modeling 40

CIO Business Intelligence

JUNE 16, 2022

Today, they run on data and that data is usually juggled, herded, curated, and organized by business process management (BPM) software. BPM tools help organizations create, execute, optimize, and monitor business processes. They also make it simpler for managers to organize large teams. The help desk can follow trouble tickets.

Management 119

Management Insurance Software Digital Transformation 119

DataKitchen

APRIL 13, 2021

Sandbox Creation and Management. DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. Apache Oozie — An open-source workflow scheduler system to manage Apache Hadoop jobs. Meta-Orchestration. Continuous Deployment.

Testing 307

Testing Machine Learning Consulting Data Quality 307

IBM Big Data Hub

FEBRUARY 5, 2024

Cloud computing continues to grow in popularity, and its scalability, functionality, cost-effectiveness and other potential benefits have helped transform traditional business models and update legacy systems, creating opportunities for various organizations.

Management 70

Management Cost-Benefit Strategy Risk 70

IBM Big Data Hub

APRIL 3, 2024

IBM ® TRIRIGA ® Application Suite (TAS) is a market-leading  integrated workplace management system for organizations managing their facility portfolios and assets throughout their lifecycle efficiently. Data and AI are increasingly critical tools in how organizations are evolving their facilities management.

Data Processing 72

Data Processing Cost-Benefit Optimization Management 72

CIO Business Intelligence

AUGUST 16, 2023

In fact, according to Lucidworks’ global generative AI benchmark study released August 10, 96% of executives and managers involved in AI decision processes are actively prioritizing generative AI investments, and 93% of companies plan to increase their AI spend in the coming year. Open source models are also getting easier to deploy.

Modeling 98

Modeling Enterprise Cost-Benefit Data Science 98

Cloudera

OCTOBER 19, 2022

However, while the promise of the cloud remains essential — not just for data workloads but also for network virtualisation and B2B offerings — the sheer volume and scale of data in the industry require careful management of the “journey to the cloud.”. Here are the three key takeaways from the conference. But not just the public cloud.

Optimization 77

Optimization Data Architecture Data Governance Digital Transformation 77

Cloudera

JANUARY 24, 2023

First, it needed customized engagement models that would improve the customer experience. This includes decisions around the optimal amount of cash in every bank’s ATM, or proactively classifying every digital transaction as fraud/non-fraud, which are now driven through data and AI. Leadership visibility.

Optimization 78

Optimization Data Analytics Analytics IT 78

AWS Big Data

NOVEMBER 17, 2023

Managing the SQL files, integrating cross-team work, incorporating all software engineering principles, and importing external utilities can be a time-consuming task that requires complex design and lots of preparation. In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift.

Snapshot 90

Snapshot Data Processing Testing Data Warehouse 90

Smart Data Collective

JUNE 28, 2021

They are not subject to data loss from hosting it in the cloud, which might have retention policies outside their control. E-commerce companies are using a lot of great data centers and hosting options. They are leveraging hosting services like Hatching Web to reach more customers. Price optimization and possible promotions.

Management 87

Management Big Data Data Processing Advertising 87

CIO Business Intelligence

APRIL 30, 2024

Unlike traditional centralized cloud computing, edge computing brings computation closer to the data source—whether it’s a fleet management, automated industrial machines, drone, or an autonomous vehicle. Bandwidth optimization. This optimization improves efficiency and reduces costs. Security and privacy.

Forecasting 104

Forecasting Optimization Advertising IoT 104

CIO Business Intelligence

APRIL 11, 2024

Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner.

Enterprise 124

Enterprise IT Data Processing Strategy 124

CIO Business Intelligence

NOVEMBER 27, 2023

Gen AI will become a fundamental part of how enterprises manage and deliver IT services and how business users get their work done. Retraining creates expert models that are more accurate, smaller, and more efficient to run. You could use a proprietary foundation model like OpenAI’s ChatGPT or an open-source model like Meta’s Llama 2.

Risk 132

Risk Cost-Benefit Modeling Optimization 132

CIO Business Intelligence

FEBRUARY 13, 2024

Developing GenAI implementation strategies will be imperative for technology leaders, and they must focus on prioritizing key areas such as business model building, internal operational improvements, risk mitigation, and overall organizational efficiency.

Data Processing 97

Data Processing Forecasting Risk Optimization 97

Decision Management Solutions

AUGUST 20, 2021

This year, three of us from Decision Management Solutions will be at DecisionCAMP. Charlotte Dekeyrel will be presenting “How Decision Modeling Reduces Complexity in Regulated Industries.” Ryan Trollip will be co-hosting a session with Jan Purchase called “Expand the Pie with DMN Conformance Clarity.” We hope you can join us!

Management 52

Management Data Processing Machine Learning Optimization 52

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? To extend the Bake-Off experience to a broader range of vendors, including smaller innovators, we also did a series of Show Floor Showdowns for analytics and BI, data science and machine learning and for data management.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Cloudera

OCTOBER 20, 2021

As governments gather to push forward climate and renewable energy initiatives aligned with the Paris Agreement and the UN Framework Convention on Climate Change, financial institutions and asset managers will monitor the event with keen interest. How do institutions protect and optimize their balance sheets and portfolios?

Risk 79

Risk Modeling Risk Management Measurement 79

CIO Business Intelligence

MAY 23, 2022

Many companies whose AI model training infrastructure is not proximal to their data lake incur steeper costs as the data sets grow larger and AI models become more complex. The cloud is great for experimentation when data sets are smaller and model complexity is light. Potential headaches of DIY on-prem infrastructure.

Experimentation 136

Experimentation Cost-Benefit Data Lake Data Science 136

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Enters data quality management. What Is Data Quality Management (DQM)? Why Do You Need Data Quality Management? Table of Contents.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

OCTOBER 25, 2023

With the addition of a few recent features of Amazon OpenSearch Ingestion , a fully managed serverless pipeline for OpenSearch Service, you can effectively address each of these cost points and build a cost-effective solution. This assumes that the data is already present in OpenSearch Service and the cost of ingestion is already borne.

Analytics 120

Analytics Data Processing Optimization Metrics 120

AWS Big Data

MARCH 13, 2024

For building any generative AI application, enriching the large language models (LLMs) with new data is imperative. Overview of OpenSearch Service OpenSearch Service is a managed service for secure analysis, search, and indexing of business and operational data. With optimized configuration, it aims for high recall for the queries.

Data Processing 110

Data Processing Dashboards Machine Learning Management 110

IBM Big Data Hub

JANUARY 24, 2024

With the seismic shift wrought by generative AI, the pressure is on IT to modernize and optimize to meet the demand. This can help you manage your on-prem data center and give you the ability to access cloud-based SaaS applications or burst to the cloud on demand. Cloud service platforms abound promising greater elasticity and savings.

Strategy 67

Strategy Data Processing Optimization Software 67

CIO Business Intelligence

DECEMBER 6, 2023

Its digital transformation began with an application modernization phase, in which Dickson and her IT teams determined which applications should be hosted in the public cloud and which should remain on a private cloud. Energy optimization is another key aspect of DS Smith’s data and sustainability pipeline, the CIO says.

Manufacturing 94

Manufacturing Data Lake Digital Transformation Machine Learning 94

IBM Big Data Hub

OCTOBER 26, 2023

In fact, ESG Research found that 91% of all applications will eventually be hosted in the public cloud. That much investment has necessitated the FinOps movement , a cloud financial management discipline designed to bring financial accountability to the variable, consumption-based spend model of cloud. What’s next?

Cost-Benefit 74

Cost-Benefit Optimization Metrics Data Processing 74

AWS Big Data

NOVEMBER 21, 2023

Amazon Bedrock and foundation models like Anthropic Claude are poised to enable a new wave of AI adoption by powering more natural conversational experiences. However, a key challenge that has emerged is tailoring these general purpose models to generate valuable and accurate responses based on extensive, domain-specific datasets.

Modeling 73

Modeling Big Data Data-driven Data Processing 73

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. Financial efficiency: One of the key benefits of big data in supply chain and logistics management is the reduction of unnecessary costs.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

Cloudera

JANUARY 19, 2024

As described in our recent blog post , an SQL AI Assistant has been integrated into Hue with the capability to leverage the power of large language models (LLMs) for a number of SQL tasks. It can help you to create, edit, optimize, fix, and succinctly summarize queries using natural language.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

Laminar Security

DECEMBER 1, 2023

This is known as Data Security Posture Management (DSPM). DSPM solutions help organizations achieve data security compliance, reduce data breach risks, optimize cloud costs, and improve data quality, all while enabling data-driven innovation. The agents collect and send data to a central server or console for analysis and management.

Modeling 52

Modeling Cost-Benefit Risk Data-driven 52

IBM Big Data Hub

MAY 15, 2024

In recent years, cloud adoption services have accelerated, with companies increasingly moving from traditional on-premises hosting to public cloud solutions. FinOps is an evolving cloud financial management discipline and cultural practice that aims to maximize business value in hybrid and multi-cloud environments.

Key Performance Indicator 59

Key Performance Indicator Cost-Benefit Forecasting Finance 59

CIO Business Intelligence

FEBRUARY 28, 2024

Loan management simplified Large banks have tens of thousands of loan customers. Managing these accounts is an operational burden, as it involves constant follow-ups on monthly instalments, account maintenance and timely collections, especially when customers default on payments.

Digital Transformation 106

Digital Transformation Software Data Processing Management 106

CIO Business Intelligence

JANUARY 31, 2024

But AI users must also get over the urge to use the biggest, baddest AI models to solve every problem if they truly want to fight climate change. Is it necessary for a model that can also write a sonnet to write code for us?” Our approach has been to create specific models for specific use cases rather than one general-purpose model.”

Cost-Benefit 132

Cost-Benefit Modeling Testing IoT 132