erwin

FEBRUARY 20, 2020

Enterprise architecture (EA) and business process (BP) modeling tools are evolving at a rapid pace. Recently, Glassdoor named enterprise architecture the top tech job in the UK , indicating its increasing importance to the enterprise in the tech and data-driven world.

Enterprise 128

Enterprise Modeling Dashboards Digital Transformation 128

IBM Big Data Hub

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Autoregressive models or large language models (LLMs) are used for text and language.

Enterprise 120

Enterprise Modeling Testing Data-driven 120

Domino Data Lab

AUGUST 6, 2021

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Risk Management 64

Risk Management Risk Enterprise Modeling 64

erwin

APRIL 30, 2021

Before the COVID-19 pandemic, many enterprise architects were focused on standardization. By evaluating and deploying the right combination of cloud-based platforms and security tools, enterprise architects played a key role in keeping businesses up and running in a remote-work world. According to a survey by McKinsey and Co. ,

Enterprise 131

Enterprise Digital Transformation Risk Management Risk 131

DataRobot Blog

APRIL 29, 2022

With the big data revolution of recent years, predictive models are being rapidly integrated into more and more business processes. This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. What is a model?

Risk 111

Risk Modeling IT Risk Management 111

CIO Business Intelligence

JANUARY 11, 2024

CIOs are under increasing pressure to deliver AI across their enterprises – a new reality that, despite the hype, requires pragmatic approaches to testing, deploying, and managing the technologies responsibly to help their organizations work faster and smarter. The top brass is paying close attention.

Enterprise 106

Enterprise Uncertainty Risk Management Reporting 106

erwin

NOVEMBER 13, 2020

The business challenges facing organizations today emphasize the value of enterprise architecture (EA) , so the future of EA is closer than you think. See also: What Is Enterprise Architecture? . Data Security & Risk Management. Innovation Management. Are you ready for it? Digital Transformation.

Enterprise 131

Enterprise Digital Transformation Key Performance Indicator Data-driven 131

erwin

SEPTEMBER 3, 2020

Why should you integrate data governance (DG) and enterprise architecture (EA)? Two of the biggest challenges in creating a successful enterprise architecture initiative are: collecting accurate information on application ecosystems and maintaining the information as application ecosystems change. It’s time to think about EA beyond IT.

Data Governance 144

Data Governance Enterprise Risk Data Lake 144

CIO Business Intelligence

NOVEMBER 23, 2022

Enterprise architecture definition Enterprise architecture (EA) is the practice of analyzing, designing, planning, and implementing enterprise analysis to successfully execute on business strategies. Another main priority with EA is agility and ensuring that your EA strategy has a strong focus on agility and agile adoption.

Enterprise 116

Enterprise Cost-Benefit Digital Transformation Strategy 116

bridgei2i

NOVEMBER 20, 2020

Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. Today the Chief Risk Officers(CROs) struggle with the critical task of monitoring and assessing key risks in real time and firefight to mitigate any critical issues that arise.

Risk Management 92

Risk Management Risk Management Metrics 92

Domino Data Lab

AUGUST 6, 2021

All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards. As such, model governance needs to be applied to each model for as long as it’s being used.

Machine Learning 145

Machine Learning Modeling Testing Risk 145

IBM Big Data Hub

FEBRUARY 22, 2024

As we see enterprises increasingly face geographic requirements around sovereignty, IBM Cloud® is committed to helping clients navigate beyond the complexity so they can drive true transformation with innovative hybrid cloud technologies. We believe this is particularly important with the rise of generative AI.

Enterprise 75

Enterprise Risk Data Processing Business Driver 75

Cloudera

MAY 30, 2024

In this context, Cloudera and TAI Solutions have partnered to help financial services customers accelerate their data-driven transformation, improve customer centricity, ensure compliance with regulations, enhance risk management, and drive innovation.

Data Analytics 79

Data Analytics Risk Management Digital Transformation Analytics 79

CIO Business Intelligence

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. Maybe it gets used in modeling. So I think the real risk here is the exposure of sensitive information.

Enterprise 124

Enterprise Risk Measurement Software 124

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. It encompasses risk management and regulatory compliance and guides how AI is managed within an organization. Foundation models can use language, vision and more to affect the real world.

Risk 72

Risk Modeling Management Metadata 72

erwin

OCTOBER 17, 2019

Architect Everything: New use cases for enterprise architecture are increasing enterprise architect’s stock in data-driven business. As enterprise architecture has evolved, so to have the use cases for enterprise architecture. Top 7 Use Cases for Enterprise Architecture. Data security/risk management.

Enterprise 106

Enterprise Digital Transformation Data Governance Risk Management 106

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.

Risk 64

Risk Modeling Machine Learning Data Quality 64

CIO Business Intelligence

MARCH 8, 2023

As organizations shape the contours of a secure edge-to-cloud strategy, it’s important to align with partners that prioritize both cybersecurity and risk management, with clear boundaries of shared responsibility. The security-shared-responsibility model provides a clear definition of the roles and responsibilities for security.”

Modeling 66

Modeling Risk Management Internet of Things Risk 66

CIO Business Intelligence

APRIL 10, 2024

Cyber GRC software company Cypago has announced a new automation solution for artificial intelligence (AI) governance, risk management and compliance. Cypago delivers ongoing visibility into all the organization’s tools, applications, and models, while automating many processes needed for effective risk assessment and threat detection.

Risk Management 95

Risk Management Cost-Benefit Risk Measurement 95

erwin

AUGUST 20, 2020

Enterprise architecture (EA) is a strategic planning initiative that helps align business and IT. In this post: What Is Enterprise Architecture? Why Is Enterprise Architecture Important? Why Is Enterprise Architecture Important? Benefits of Enterprise Architecture. Common Enterprise Architecture Use Cases.

Enterprise 140

Enterprise Cost-Benefit Risk Data Governance 140

CIO Business Intelligence

MAY 13, 2024

IBM is betting big on its toolkit for monitoring generative AI and machine learning models, dubbed watsonx.governance , to take on rivals and position the offering as a top AI governance product, according to a senior executive at IBM. watsonx.governance is a toolkit for governing generative AI and machine learning models.

Risk 101

Risk Machine Learning Modeling Enterprise 101

CIO Business Intelligence

MAY 15, 2024

It seems anyone can make an AI model these days. Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source.

Modeling 129

Modeling Risk Software Enterprise 129

Domino Data Lab

AUGUST 10, 2021

Models are the central output of data science, and they have tremendous power to transform companies, industries, and society. At the center of every machine learning or artificial intelligence application is the ML/AI model that is built with data, algorithms and code. The process of creating models is called modeling.

Modeling 64

Modeling IT Risk Management Deep Learning 64

Cloudera

OCTOBER 20, 2021

Since then, a further update has been made to the BIS stress testing principles that continues to emphasize the importance of scenarios in better understanding risk. . When it comes to measuring climate risk, generating scenarios will be a critical tactic for financial institutions and asset managers. agent-based model (ABM) ?in

Risk 80

Risk Modeling Risk Management Measurement 80

erwin

JULY 8, 2020

With the help of business process modeling (BPM) organizations can visualize processes and all the associated information identifying the areas ripe for innovation, improvement or reorganization. There’s a clear connection between business process modeling and digital transformation initiatives. BPM for Regulatory Compliance.

Slice and Dice 136

Slice and Dice Modeling Digital Transformation Visualization 136

erwin

MARCH 12, 2020

Forrester recently released its “Now Tech: Enterprise Architecture Management Suites for Q1 2020” to give organizations an enterprise architecture (EA) playbook. It also highlights select enterprise architecture management suite (EAMS) vendors based on size and functionality, including erwin. Guess what?

Enterprise 85

Enterprise Reporting Management ROI 85

DataRobot Blog

MAY 26, 2022

Last time , we discussed the steps that a modeler must pay attention to when building out ML models to be utilized within the financial institution. In summary, to ensure that they have built a robust model, modelers must make certain that they have designed the model in a way that is backed by research and industry-adopted practices.

Risk 52

Risk Modeling Metrics Business Objectives 52

erwin

OCTOBER 3, 2019

Enterprise architecture (EA) benefits modern organizations in many ways. It provides a holistic, top down view of structure and systems, making it invaluable in managing the complexities of data-driven business. Once considered solely a function of IT, enterprise architecture has historically operated from an ivory tower.

Enterprise 111

Enterprise Cost-Benefit Data-driven Risk 111

IBM Big Data Hub

MAY 14, 2024

Keep an eye on harms we’ve encountered over several years through traditional machine learning modeling, and also on new and amplified harms we’re seeing through pre-trained foundation models. Choose smaller models whose cost and behavior may be governed. “Establish an enterprise-wide approach.”

Risk 84

Risk Risk Management Measurement Strategy 84

Jet Global

APRIL 5, 2021

Enterprises actively use financial modeling to guide their financial planning and strategic decision-making. Financial models offer data-driven, quantitative analysis that tells you where your company stands and where it’s heading. That being said, one model can’t do it all. What Is Financial Modeling?

Modeling 98

Modeling Forecasting Metrics Finance 98

CIO Business Intelligence

MAY 9, 2024

But the ranks of the CAIO are expected to increase at enterprise organizations as well in the coming years. That includes IT, to align AI technologies with existing infrastructure; HR, on workforce development; finance, to understand funding and new business cost models; and legal and compliance, to ensure responsible use of AI.

Risk Management 130

Risk Management Risk Cost-Benefit Technology 130

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. The philosophy behind adaptive systems is more about innovation than risk management.

Digital Transformation 137

Digital Transformation Risk Management IoT Cost-Benefit 137

CIO Business Intelligence

MAY 28, 2024

OpenAI is setting up a new governance body to oversee the safety and security of its AI models, as it embarks on the development of a successor to GPT-4. The first task for the OpenAI Board’s new Safety and Security Committee will be to evaluate the processes and safeguards around how the company develops future models.

Risk 85

Risk Risk Management Modeling Consulting 85

CIO Business Intelligence

DECEMBER 28, 2023

As a result, managing risks and ensuring compliance to rules and regulations along with the governing mechanisms that guide and guard the organization on its mission have morphed from siloed duties to a collective discipline called GRC. Risk is about where the organization wants to play and where it does not want to play.

Risk 90

Risk Risk Management Strategy Enterprise 90

Cloudera

MARCH 25, 2021

Probably more well known, the EU’s GDPR serves as a model for much of the new data privacy legislation coming forward. Will the data privacy controls ultimately help create an enterprise approach to data? In this case, regulation could be the mother of enterprise data governance. appeared first on Cloudera Blog.

Data Strategy 65

Data Strategy Strategy Enterprise Insurance 65

IBM Big Data Hub

APRIL 19, 2024

Mobile-connected technicians experience improved safety through measures such as access control, gas detection, warning messages or fall recognition, which reduces risk exposure and enhances operational risk management (ORM) during work execution. Risk-based asset strategies align maintenance efforts to balance costs and risks.

Management 87

Management Internet of Things Risk IoT 87

CIO Business Intelligence

DECEMBER 19, 2023

Many technology investments are merely transitionary, taking something done today and upgrading it to a better capability without necessarily transforming the business or operating model. First, enterprises have long struggled to improve customer, employee, and other search experiences.

Digital Transformation 137

Digital Transformation Unstructured Data Machine Learning Risk Management 137