O'Reilly on Data

OCTOBER 22, 2020

Determining the risk profile of a given model requires a case-by-case evaluation but it can be useful to think of the failure risk in three broad categories: “If this model fails, someone might die or have their sensitive data exposed” — Examples of these kinds of uses include automated driving/flying systems and biometric access features.

Consulting 299

Consulting Risk Cost-Benefit Modeling 299

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. 54% of AI users expect AI’s biggest benefit will be greater productivity. The second most common reason was concern about legal issues, risk, and compliance (18% for nonusers, 20% for users).

Enterprise 275

Enterprise Modeling Testing Reporting 275

datapine

AUGUST 12, 2020

Knowing how to prepare and create one with the help of an online data analysis tool can reduce costs and time to decide on a relevant course of action. Benefit from great business reports today! Benefit from great business reports today! These reports also enable data collection by documenting the progress you make.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

CIO Business Intelligence

AUGUST 9, 2024

With generative AI businesses can now boost productivity and reduce costs, fundamentally changing how they work. Enterprises have tons of proprietary data in private documents and platforms like Snowflake Data Cloud or Oracle Cloud ERP, crucial for business operations. Take healthcare, for instance.

Interactive 143

Interactive Cost-Benefit Modeling Machine Learning 143

erwin

AUGUST 20, 2020

Benefits of Enterprise Architecture. Through EA, organizations benefit from a context-rich, top-down and holistic perspective of their structure, including its limitations and potential. As a practice, EA involves the documentation, analysis, design and implementation of an organization’s assets and structure.

Enterprise 140

Enterprise Cost-Benefit Risk Data Governance 140

datapine

SEPTEMBER 29, 2022

Paired to this, it can also: Improved decision-making process: From customer relationship management, to supply chain management , to enterprise resource planning, the benefits of effective DQM can have a ripple impact on an organization’s performance. These processes could include reports, campaigns, or financial documentation.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Smart Data Collective

DECEMBER 21, 2020

We previously talked about the benefits of data analytics in the insurance industry. Key benefits of AI include recognizing speech, identifying objects in an image, and analyzing natural or unstructured data forms. Capturing data from documents. Estimation of vehicle repair costs. billion from the insurance industry.

Insurance 138

Insurance Cost-Benefit Big Data Unstructured Data 138

erwin

SEPTEMBER 17, 2020

It’s paramount that organizations understand the benefits of automating end-to-end data lineage. Here are six benefits of automating end-to-end data lineage: Reduced Errors and Operational Costs. Business terms and data policies should be implemented through standardized and documented business rules.

Cost-Benefit 143

Cost-Benefit Data Governance Metadata Reporting 143

CIO Business Intelligence

SEPTEMBER 12, 2024

Enterprises must reimagine their data and document management to meet the increasing regulatory challenges emerging as part of the digitization era. The cost of compliance These challenges are already leading to higher costs and greater operational risk for enterprises. According to figures from the Cato Institute, U.S

Data-driven 106

Data-driven Management Cost-Benefit Risk 106

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? (2) Why should your organization be doing it and why should your people commit to it? (3) In short, you must be willing and able to answer the seven WWWWWH questions (Who?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Cloudera

JUNE 1, 2021

Cloudera will benefit from the operating capabilities, capital support and expertise of Clayton, Dubilier & Rice (CD&R) and KKR – two of the most experienced and successful global investment firms in the world recognized for supporting the growth strategies of the businesses they back. Wrapping it up. What a day. 650-644-3900.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

CIO Business Intelligence

SEPTEMBER 17, 2024

Moreover, undertaking digital transformation and technology modernization programs without an architect can lead to delays, technical debt , higher costs, and security vulnerabilities. Mounting technical debt and extending the life of legacy systems are key risks CIOs should be paranoid about.

Enterprise 145

Enterprise Digital Transformation Cost-Benefit Risk 145

erwin

MARCH 25, 2021

And with many competing projects and activities vying for people’s time, it must be clear to people why choosing data governance activities will have a direct benefit to them. Usually we talk about benefits which are rather qualitative measures, but what we need for decision-making processes are values,” Pörschmann says. “We

Data Governance 109

Data Governance IT Cost-Benefit Risk 109

CIO Business Intelligence

NOVEMBER 11, 2024

Nate Melby, CIO of Dairyland Power Cooperative, says the Midwestern utility has been churning out large language models (LLMs) that not only automate document summarization but also help manage power grids during storms, for example. The firm has also established an AI academy to train all its employees.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

MAY 23, 2023

Our goal will be to achieve this multi-cloud strategy in a way that is cost-neutral to customers, while allowing them to choose where they want to run applications or workloads. That’s what this is all about – ensuring customer choice and flexibility in managing their data and workloads. To learn more, visit Broadcom.

Uncertainty 145

Uncertainty Cost-Benefit Risk Enterprise 145

CIO Business Intelligence

MAY 1, 2024

Telcos surveyed by McKinsey demonstrated the same blend of optimism and restraint as other industries, with a majority claiming to have cut costs with gen AI, and seen increases in call center agent productivity and improvement in marketing conversion rates with personalized content — both with models deployed in weeks rather than months.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

datapine

JUNE 29, 2022

Explore our 14 day free trial & benefit from great accounting reports! We will cover this more in detail later in the post with a few financial dashboard examples, but first, let’s look at the main benefits coming from these analytical tools. Your Chance: Want to test accounting reporting software for free? General Ledger.

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

erwin

JANUARY 30, 2020

Without a comprehensive and automated data governance framework, enterprises put themselves at high risk of conducting business based on poor metadata management and data intelligence processes, introducing unnecessary slowdowns and inaccuracies in their analytics. Top Five: Benefits of An Automation Framework for Data Governance.

Data Governance 145

Data Governance Metadata Cost-Benefit Digital Transformation 145

erwin

AUGUST 13, 2020

Today, enterprises are trying to grow and innovate – while cutting costs and managing compliance – in the midst of a global pandemic. managing risk vs ROI and emerging countries)? Cost Reduction : What can we do to reduce costs while not impacting the business (e.g., M&A, new markets, products and businesses).

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

CIO Business Intelligence

OCTOBER 17, 2023

The cost of running old applications and the infrastructure that supports them is problematic. Simply lifting and shifting current code to the cloud doesn’t help and can cost much more. To make a difference, applications must be fundamentally “rebuilt” to gain the desired benefits.

Cost-Benefit 126

Cost-Benefit Testing Risk Enterprise 126

CIO Business Intelligence

NOVEMBER 21, 2023

Ask IT leaders about their challenges with shadow IT, and most will cite the kinds of security, operational, and integration risks that give shadow IT its bad rep. That’s not to downplay the inherent risks of shadow IT.

IT 137

IT Risk Cost-Benefit Risk Management 137

erwin

FEBRUARY 13, 2020

The numerous data types and data sources that exist today weren’t designed to work together, and data infrastructures have been cobbled together over time with disparate technologies, poor documentation and little thought for downstream integration. The Benefits of Automating Data Governance and Metadata Management Processes.

Metadata 135

Metadata Data Governance Management Cost-Benefit 135

CIO Business Intelligence

MARCH 4, 2024

Tungsten Automation is delivering the benefits of AI-driven automation through a comprehensive suite of capabilities that can automate everything from low-value and repetitive data entry tasks through to highly complex actions such as risk analysis and fraud detection.

Cost-Benefit 139

Cost-Benefit Predictive Analytics Data-driven Finance 139

erwin

SEPTEMBER 25, 2020

Understanding the benefits of data modeling is more important than ever. Data modeling is the process of creating a data model to communicate data requirements, documenting data structures and entity types. What Are the Top Six Benefits of Data Modeling? Top Six Benefits of Data Modeling. It has many benefits.

Modeling 111

Modeling Cost-Benefit Visualization Data Warehouse 111

CIO Business Intelligence

SEPTEMBER 29, 2023

Financial organizations want to capture generative AI’s tremendous potential while mitigating its risks. Most predominantly, these organizations talk about the risks that are an intrinsic part of generative AI technology. Finance is a document-heavy industry, requiring applications, contracts, account statements, and more.

Finance 133

Finance Unstructured Data Risk Cost-Benefit 133

datapine

FEBRUARY 17, 2023

Poor-quality data or the mishandling of data can leave businesses at risk of monumental failure. In fact, poor data quality management currently costs businesses a combined total of $9.7 We will discuss the link between these two concepts later in the post, but first, let’s look at some benefits of using white label BI.

Analytics 191

Analytics Cost-Benefit Dashboards Business Intelligence 191

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age. It’s a full-fledged platform … pre-engineered with the governance we needed, and cost-optimized.

IT 122

IT Insurance Consulting Risk 122

CIO Business Intelligence

NOVEMBER 19, 2024

High costs Failing: The infrastructure and computational costs for training and running GenAI models are significant. Key takeaway: Cost management strategies are crucial for sustainable AI deployment. Key takeaway: A well-planned integration strategy can smooth the transition and maximize AI benefits.

Consulting 137

Consulting Cost-Benefit Experimentation Optimization 137

datapine

JANUARY 6, 2022

Secondary Research: much like how patterns of behavior can be observed, different types of documentation resources can be coded and divided based on the type of material they contain. Now that we have seen how to interpret data, let’s move on and ask ourselves some questions: what are some data interpretation benefits?

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Smart Data Collective

SEPTEMBER 22, 2021

We have frequently talked about the benefits of using big data to make the most of your online marketing efforts. Businesswire talked about some of the benefits of using big data in print services. There are a number off benefits of big data in any business. AI and data analytics is a true gamechanger in this sector.

Management 109

Management Cost-Benefit Big Data Data-driven 109

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States. To reference SR 11-7: .

Risk 64

Risk Modeling Machine Learning Data Quality 64

CIO Business Intelligence

AUGUST 14, 2024

The cost of OpenAI is the same whether you buy it directly or through Azure. Organizations typically start with the most capable model for their workload, then optimize for speed and cost. Platform familiarity has advantages for data connectivity, permissions management, and cost control. This isn’t a new issue.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

AUGUST 15, 2024

Many of those gen AI projects will fail because of poor data quality, inadequate risk controls, unclear business value , or escalating costs , Gartner predicts. Gen AI projects can cost millions of dollars to implement and incur huge ongoing costs, Gartner notes.

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

CIO Business Intelligence

OCTOBER 12, 2023

Premium Plus includes access to sustainability insights derived from business processes’ carbon footprints and financial costs (SAP’s “ green ledger ”), new generative AI capabilities accessed through its Joule virtual assistant, improved forecasting, and the ability to create a portal for suppliers to simplify spend management.

Cost-Benefit 124

Cost-Benefit Uncertainty Enterprise Risk 124

CIO Business Intelligence

MAY 8, 2024

For Expion Health, a cumbersome manual process to determine what rates to quote to potential new customers had become a cap on the healthcare cost management firm’s ability to grow its business. We take the financial risk for this, which means that if there is anything that’s misrepresented, the money comes from our pocket.”

IT 111

IT Insurance Cost-Benefit Unstructured Data 111

CIO Business Intelligence

JUNE 13, 2024

But purpose-built small language models (SLMs) and other AI technologies also have their place, IT leaders are finding, with benefits such as fewer hallucinations and a lower cost to deploy. SLMs can be trained to serve a specific function with a limited data set, giving organizations complete control over how the data is used.

IT 131

IT Cost-Benefit Machine Learning Testing 131

Smart Data Collective

NOVEMBER 29, 2021

In this article, we’ll analyze the primary benefits of AI in banking and a few drawbacks that the industry should be able to overcome soon. AI helps businesses to minimize risks across every line of business. Reduced Costs. The set of documents required might vary depending on the customer’s profile.

Cost-Benefit 121

Cost-Benefit Risk Finance Statistics 121