CIO Business Intelligence

OCTOBER 30, 2023

The key is to make data actionable for AI by implementing a comprehensive data management strategy. Getting the right and optimal responses out of GenAI models requires fine-tuning with industry and company-specific data. That’s because data is often siloed across on-premises, multiple clouds, and at the edge.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

CIO Business Intelligence

JANUARY 22, 2024

EXL predicts that if organizations fully adopt a digital strategy and optimally leverage technology, they could reduce overall administrative expenses by 40% to 50% in the next five years. In addition, large language models can both summarize massive amounts of data and create new, original content.

Cost-Benefit 105

Cost-Benefit Digital Transformation Data-driven Interactive 105

IBM Big Data Hub

JANUARY 9, 2024

We’ve found in this new IBM-sponsored IDC white paper that the shift to delivering IT-as-a-service is foundational and extends the strategic transformation of IT infrastructure, adding even more value to the business. This is what the “fit-for-purpose” model of XaaS is out to achieve.

Digital Transformation 72

Digital Transformation Business Driver Optimization Strategy 72

TDAN

SEPTEMBER 16, 2020

Differences in Terminology and Capability Building on the terms and concepts introduced in Part I of this white paper, Part II digs deeper into the difference in the meaning of some key terms used in both Property Graphs and Knowledge Graphs, including LABELS, TYPES, and PROPERTIES.

Data Architecture 92

Data Architecture Metadata Data Strategy Strategy 92

CIO Business Intelligence

OCTOBER 23, 2023

Strategize for sustainability globally Returning to our earlier example of AI, we can see how workload placement plays an essential role in any global sustainability strategy. This could allow you to run even very large model training workloads without the need for power-hungry cooling systems.

Enterprise 124

Enterprise Digital Transformation Strategy Data Processing 124

Decision Management Solutions

JULY 16, 2020

An analytic enterprise informs its strategy with analytics, empowers its people with analytics, and drives its systems with analytics. If you want to learn more about building an analytic enterprise, check out our white paper at [link].

Enterprise 87

Enterprise Analytics Strategy Analytics Technologies 87

Andrew White

MARCH 6, 2020

I just read a white paper by Diane Coyle and published by the Bennett Institute for Public Policy and Nuffield Foundation. It is a good paper but I found gaps and felt some disappointment at the main messages. This is particularly interesting since I also just read the EU’s new Data Strategy white paper.

Cost-Benefit 59

Cost-Benefit Marketing Data Strategy Software 59

DataRobot

AUGUST 16, 2021

But as the technology’s popularity grows, a number of concerning examples have emerged of AI models operating with algorithmic bias. Algorithmic bias can appear in both supervised and unsupervised AI models. White Paper. Deciding what bias metric is most relevant requires a contextual interpretation of a use case.

Metrics 98

Metrics Modeling Machine Learning Data Collection 98

DataRobot

OCTOBER 19, 2021

As a result, policymakers are left without enough time to create and implement targeted, localized strategies in time to prevent outbreaks. On average, DataRobot forecasts had a 21 percent lower rate of error than all other published competing models over a six to eight week period. White Paper. reporting backlogs).

Forecasting 98

Forecasting Predictive Modeling Optimization Testing 98

erwin

APRIL 30, 2021

In a world where agility and innovation are highly valued, speed is a critical factor for success.COVID-19 forced many businesses to radically change their business models – or re-evaluate their business processes – shifting the focus of enterprise architects. The top priority became mobility through a cloud-first strategy.

Enterprise 131

Enterprise Digital Transformation Risk Management Risk 131

Alation

JUNE 9, 2023

D&A leaders from around the world gathered to discuss and find ways to overcome the latest challenges through strategies and innovations backed by data, analytics, and data science. This ties into the keynote, stressing that a CDO or CDAO goals must be aligned with the corporate strategy and vision.

Data Analytics 52

Data Analytics Analytics Data Quality Data-driven 52

Smart Data Collective

NOVEMBER 20, 2022

They can operate as a marketing department, provide strategies and direction and act as a consultant to any marketing decisions being made by a company. Best ways to integrate data analytics into a manufacturing marketing strategy. You can use the following strategies to integrate data analytics technology into your business model.

Manufacturing 133

Manufacturing Marketing Data Analytics Analytics 133

erwin

JULY 12, 2019

So it’s important to understand how to use strategic data governance to manage the complexity of regulatory compliance and other business objectives … Designing and Operationalizing Regulatory Compliance Strategy. First you need to analyze and design your compliance strategy and tactics, and then you need to operationalize them.

Data Governance 110

Data Governance Management Metadata Risk Management 110

Alation

DECEMBER 20, 2022

To remain relevant, organizations seek “ digital transformation ,” a business philosophy steeped in change and in which technology plays a heavy hand supporting business models and value propositions. Failing to measure the impact of digital transformation against corporate strategies and OKRs. But that future is already here.

Digital Transformation 96

Digital Transformation Scorecard Measurement Experimentation 96

Cloudera

DECEMBER 3, 2021

In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. For example, training an interview screening model using education data often contains gender information. As discussed in this article , model design can also be a source of bias too. Model Drift. Governance.

Uncertainty 98

Uncertainty Measurement Metrics Risk 98

Smart Data Collective

FEBRUARY 23, 2021

Business intelligence is becoming a central aspect of almost every major organization’s business model. A growing number of companies are using gamification to create more sophisticated business intelligence models to strengthen their competitive edge. Gamification Strategy Tool for Organizations.

Business Intelligence 81

Business Intelligence Cost-Benefit Strategy Measurement 81

Smarten

APRIL 18, 2023

and GPT-4 families of large language models, and fine-tuned using supervised and reinforcement learning techniques. If you have questions about artificial intelligence (AI), or if your organization is considering the implementation of a Digital Transformation (Dx) strategy , Contact us to find out more.

Digital Transformation 52

Digital Transformation Experimentation ROI Technology 52

Jet Global

JUNE 22, 2023

This strategy will help cut costs and give you a competitive edge against your rivals. In this model, your monthly income is split into the following categories: 50 percent for needs, 30 percent for wants, 20 percent for debts and savings. This blog post by Sage provides a white paper, “A guide to CFO 3.0

KPI 105

KPI Finance Dashboards Digital Transformation 105

Decision Management Solutions

DECEMBER 17, 2020

Take a deeper dive into managing customer treatment decisions by downloading our white paper, “ The Case for Centralized, Customer-Focused Digital Decisioning.”. These articles will steer you toward an iterative mindset that will help you fine-tune your models and result in great decisions: “ Why Argue When You Can Model? ”.

Machine Learning 52

Machine Learning Interactive Uncertainty Management 52

erwin

NOVEMBER 21, 2019

The International Enterprise Architecture Institute (IEAI) defines enterprise architecture (EA) as “the analysis and documentation of an enterprise in its current and future states from an integrated strategy, business and technology perspective.”. In the era of data-driven business, such perspective is critical.

Enterprise 77

Enterprise Data-driven Data Governance Digital Transformation 77

Jet Global

DECEMBER 7, 2020

Corporate tax teams don’t want to engage in tax practices that lead to audits and penalties, but they’re also responsible for employing a defensible strategy for minimizing their company’s tax burden. Find out how to approach this decision through our white paper, Corporate Tax Software: To Build or Not to Build?

Risk 72

Risk Forecasting Software Data-driven 72

Jet Global

DECEMBER 10, 2019

CFOs nowadays are more accountable for a company’s performance than they have ever been, and they are critical contributors to corporate strategy. Do CFOs have a responsibility to model the ethical character of their teams? They also model for the team by dumping high performers who play fast and loose with the rules.

Technology 64

Technology Finance Reporting Marketing 64

Ontotext

JANUARY 10, 2020

In the era of bots serving as investment vehicles and plenty of platforms offering tools for automated investing, could it be that the strength of investment strategies soon becomes a matter of computing power and algorithms well-built? White Paper: The Truth About Triplestores. With more than 8 million companies and 1.5

Data mining 59

Data mining Machine Learning Data-driven Marketing 59

Jet Global

OCTOBER 7, 2020

For organizations considering a move to Microsoft Dynamics 365 Finance & Supply Chain Management (D365 F&SCM), or for those in the early stages of an implementation project, defining a clear strategy for curating data is a key to developing a comprehensive approach to reporting and analytics. What Are Data Entities?

Data Warehouse 90

Data Warehouse OLAP Reporting Finance 90

Domino Data Lab

APRIL 3, 2019

Instead, we must build robust ML models which take into account inherent limitations in our data and embrace the responsibility for the outcomes. As the story goes, the general history of DG is punctuated by four eras: “Application Era” (1960–1990) – some data modeling, ?though There are models everywhere. the flywheel effect.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

CIO Business Intelligence

FEBRUARY 12, 2024

Today 86% of organizations use multiple cloud providers and 65% rely on more than two, according to Enterprise Strategy Group. Incorporate optimization strategies Master the art of rightsizing instances for public clouds and on premises systems, as well as optimizing and predicting usage patterns.

Cost-Benefit 119

Cost-Benefit Optimization Software Strategy 119

CIO Business Intelligence

NOVEMBER 28, 2023

SASE is a framework that combines software-defined wide area networking (SD-WAN) and network security services like Cloud Access Security Brokers, Firewall-as-a-service, and Zero Trust into a single, cloud-delivered service model. Many (37%) still adopt a best-of-breed (BoB) strategy toward security. Network Security

Management 115

Management Cost-Benefit Enterprise Digital Transformation 115

CIO Business Intelligence

DECEMBER 5, 2023

According to Foundry’s Digital Business Study 2023 , 91% of EMEA organisations have adopted or plan to adopt a digital-first business strategy. Consider how the Pangu model was able to predict a 10-day typhoon trajectory in 10 seconds against five hours using current methods.

Manufacturing 98

Manufacturing Sales Strategy Insurance 98

CIO Business Intelligence

SEPTEMBER 2, 2022

How extensive is your data-driven strategy today? The approach we use is to develop analytical models based on use cases, with a clear definition of business problems and value. So far, we have deployed roughly 71 models with a clear operating income and impact on the business. Khare: Yes, they do.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

CIO Business Intelligence

SEPTEMBER 2, 2022

How extensive is your data-driven strategy today? The approach we use is to develop analytical models based on use cases, with a clear definition of business problems and value. So far, we have deployed roughly 71 models with a clear operating income and impact on the business. Khare: Yes, they do.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

datapine

OCTOBER 21, 2020

Health professionals, just like business entrepreneurs, are capable of collecting massive amounts of data and look for the best strategies to use these numbers. Now that we live longer, treatment models have changed and many of these changes are namely driven by data. and could provide a model for the EU to follow.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

Smart Data Collective

FEBRUARY 28, 2023

Risk parity is a portfolio management strategy that distributes risk benefits and disadvantages. Although Bridgewater Associates brought the risk parity fund to the market, they didn’t define the word until 2005, when Edward Qian of PanAgora Asset Management used it for the first time in a white paper he published.

Machine Learning 84

Machine Learning Risk Cost-Benefit Marketing 84

Decision Management Solutions

JUNE 18, 2020

Our experience is that this means modeling decisions. It means working directly with those who know how to make a decision to model it. Identifying in that model the pieces driven by regulation and policy so they can be automated with business rules.

Machine Learning 75

Machine Learning Predictive Analytics Data-driven Modeling 75

CIO Business Intelligence

MARCH 22, 2022

Develop a strategy to liberate data . To allow business units to access and use the data in a cost-effective, secure manner, you can create an analytics-as-a-service model. To learn more, read our white paper, “Moving AI solutions from concept to production.”. Consider deploying analytics-as-a-service .

Analytics 115

Analytics Key Performance Indicator Data Warehouse Data-driven 115

Cloudera

AUGUST 21, 2021

It provides direction for a robust business strategy that has taken into account risks and ways to manage them. Customer retention goes hand in hand with customer acquisition in a successful growth strategy. Addressing new customers and markets. Personalizing the customer experience.

Data-driven 99

Data-driven Digital Transformation Risk Risk Management 99

Andrew White

MARCH 6, 2021

Big decisions that impact merges and acquisition, new plant or facilities, new markets and business models all are impacted by global conditions, and they in turn are formed by the conflagration of many short- and long-term cycles and trends. We use models. As economists we just don’t know what really happens in our economies.

Marketing 52

Marketing Forecasting Uncertainty Strategy 52