O'Reilly on Data

JULY 15, 2019

A look at how guidelines from regulated industries can help shape your ML strategy. After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. Note that the emphasis of SR 11-7 is on risk management.). Sources of model risk.

Machine Learning 52

Machine Learning Management Enterprise Risk Management 52

datapine

FEBRUARY 22, 2022

1) What Is A Business Intelligence Strategy? 2) BI Strategy Benefits. 4) How To Create A Business Intelligence Strategy. Whether you are starting from scratch, moving past spreadsheets, or looking to migrate to a new platform: you need a business intelligence strategy and roadmap in place. Table of Contents.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

CIO Business Intelligence

DECEMBER 18, 2024

This year saw emerging risks posed by AI , disastrous outages like the CrowdStrike incident , and surmounting software supply chain frailties , as well as the risk of cyberattacks and quantum computing breaking todays most advanced encryption algorithms. Of these, AI is at the top of many CIOs minds.

Risk 105

Risk Risk Management Cost-Benefit Measurement 105

CIO Business Intelligence

NOVEMBER 15, 2024

Industry asked for intervention Naveen Chhabra, principal analyst with Forrester, said, “while average enterprises may not directly benefit from it, this is going to be an important framework for those that are investing in AI models.” Hopefully, we will see this framework continue to evolve.”

Risk 119

Risk Risk Management Strategy Reporting 119

CIO Business Intelligence

DECEMBER 10, 2024

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. That doesnt mean investments will dry up overnight.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

erwin

APRIL 30, 2021

Before the COVID-19 pandemic, many enterprise architects were focused on standardization. The top priority became mobility through a cloud-first strategy. As the world moves forward, enterprise architecture (EA) is moving with it. As the world moves forward, enterprise architecture (EA) is moving with it.

Enterprise 131

Enterprise Digital Transformation Risk Management Risk 131

CIO Business Intelligence

OCTOBER 15, 2024

Driven by the development community’s desire for more capabilities and controls when deploying applications, DevOps gained momentum in 2011 in the enterprise with a positive outlook from Gartner and in 2015 when the Scaled Agile Framework (SAFe) incorporated DevOps. It may surprise you, but DevOps has been around for nearly two decades.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

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.

Enterprise 128

Enterprise Cost-Benefit Digital Transformation Strategy 128

Smart Data Collective

SEPTEMBER 13, 2021

Many organizations and enterprises are constantly under threat of a cyber attack. Several data security platforms and programs are also available, specifically to safeguard an enterprise’s entire network system. Loss of data can be costly for an enterprise. Common causes and implications of losing data.

Risk 143

Risk Strategy Enterprise Finance 143

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

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

AUGUST 5, 2022

A vast majority of enterprises globally are overspending in the cloud, according to a new HashiCorp-Forrester report. The report showed that a majority of enterprises surveyed were already using multicloud infrastructures. Multicloud infrastructure works for most enterprises.

Reporting 124

Reporting Enterprise Cost-Benefit Digital Transformation 124

CIO Business Intelligence

NOVEMBER 19, 2024

A cloud analytics migration project is a heavy lift for enterprises that dive in without adequate preparation. Clearing business strategy hurdles Choosing the right technologies to meet an organization’s unique AI goals is usually not straightforward. But this scenario is avoidable.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

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 Visualization 128

CIO Business Intelligence

MARCH 19, 2025

These include improvements to operational efficiency (56%), bolstering risk management (53%), and elevating decision-making (51%). Of those top motivators, 85% of respondents said they were focused on business optimization, driven by a desire to boost operational efficiency or improve their risk management.

Analytics 52

Analytics Enterprise Risk Management Strategy 52

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. An enterprise starts by using a framework to formalize its processes and procedures, which gets increasingly difficult as data science programs grow. What Is Model Risk? Types of Model Risk.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

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

John Wheeler

AUGUST 19, 2019

Gartner’s “Hype Cycle for Risk Management, 2019” report was published almost a month ago and reader response has been overwhelmingly positive. In this year’s report, we highlight the need for a “PRACtical” view of risk management technologies to fuel digital business growth.

Risk Management 73

Risk Management Risk Technology Management 73

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

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. Artificial Intelligence

Enterprise 128

Enterprise Uncertainty Reporting Risk Management 128

CIO Business Intelligence

NOVEMBER 6, 2024

As senior product owner for the Performance Hub at satellite firm Eutelsat Group Miguel Morgado says, the right strategy is crucial to effectively seize opportunities to innovate. Selecting the right strategy now will dictate if you’re successful in four years.” In three or four years, we’ll see the results.

Forecasting 133

Forecasting Risk Technology Strategy 133

IBM Big Data Hub

OCTOBER 23, 2023

Hybrid cloud has become the new normal for enterprises in nearly all industries. Many enterprises have also deployed a hybrid multicloud environment that’s reliant on an ecosystem of different cloud service providers. But what does such a strategy entail? The global average cost of a single data breach is USD 4.45

Risk 84

Risk Strategy Risk Management Digital Transformation 84

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

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. This requires a holistic enterprise transformation.

Enterprise 96

Enterprise ROI Risk Strategy 96

CIO Business Intelligence

JULY 26, 2023

The complexity of today’s enterprise infrastructure environment has created demand for a great variety of dedicated point security solutions, triggering a disconcerting array of alarms and alerts that most organizations struggle to address with current access to talent and staff. involved in the risk management process.

Enterprise 98

Enterprise Risk Management Risk Manufacturing 98

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. What are GRC certifications?

Risk 119

Risk Risk Management Management Enterprise 119

IBM Big Data Hub

FEBRUARY 13, 2024

The best option for an enterprise organization depends on its specific needs, resources and technical capabilities. Invest in data hygiene and collection strategies to keep your engine running smoothly. Generative AI allows project managers to search through and create instant summaries of essential business documents.

Enterprise 118

Enterprise Testing Modeling Data-driven 118

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Most data management conferences and forums focus on AI, governance and security, with little emphasis on ESG-related data strategies.

IT 59

IT Data Governance Data-driven Metrics 59

Cloudera

MARCH 25, 2021

Will the data privacy controls ultimately help create an enterprise approach to data? Risk management can be optimized by the improved use of data and analytics to run models, account for more variables and scrutinize probable outcomes. In this case, regulation could be the mother of enterprise data governance.

Data Strategy 65

Data Strategy Strategy Enterprise Insurance 65

CIO Business Intelligence

MARCH 27, 2023

When he’s not immersed in cybersecurity, hybrid cloud strategy, or app modernization, David Reis, CIO at the University of Miami Health System and the Miller School of Medicine, spends his time working with the board of directors and top leadership to reimagine healthcare and take the lead driving digital transformation.

Strategy 109

Strategy Digital Transformation Insurance Technology 109

David Menninger's Analyst Perspectives

OCTOBER 15, 2024

However, many enterprises have existing on-premises applications that, in most cases, will not get AI-enablement from the software provider. Choosing between the two may not be straightforward, and the best choice for an enterprise depends on facts and circumstances.

Cost-Benefit 204

Cost-Benefit Risk Forecasting Software 204

CIO Business Intelligence

JULY 31, 2023

The adoption curve here is by no means gradual, with most enterprise leaders quickly working to harness the technology’s potential mere months after the November 2022 launch of gen AI tool ChatGPT kicked off a wave of enthusiasm (and worry). So, what are the concerns that will complicate the enterprise gen AI playbook?

Strategy 98

Strategy Risk Enterprise Risk Management 98

CIO Business Intelligence

JULY 23, 2024

CIOs facing a growing IT landscape of monitoring tools and alerts may want to investigate AIops solutions , which help centralize observability data and use machine learning to correlate the high volumes of systems alerts into a smaller number of manageable incidents. This holistic strategy ensures resilience and long-term success.”

Risk 142

Risk IT Risk Management Cost-Benefit 142

CIO Business Intelligence

JULY 17, 2024

Many governments have started to define laws and regulations to govern how AI impacts citizens with a focus on safety and privacy; IDC predicts that by 2028 60% of governments worldwide will adopt a risk management approach in framing their AI and generative AI policies ( IDC FutureScape: Worldwide National Government 2024 Predictions ).

Enterprise 105

Enterprise Consulting Risk Management Advertising 105

CIO Business Intelligence

OCTOBER 30, 2023

We need to build in the ability to change and react to change across all aspects of our organizations’ strategy, business model, operating model, processes, products, and services. In addition, whereas resilience is a risk management strategy, adaptability is both a risk management and an innovation strategy.

Digital Transformation 143

Digital Transformation Risk Management IoT Cost-Benefit 143

Cloudera

DECEMBER 14, 2022

OCBC Bank optimizes customer experience & risk management with multi-phased data initiative. The company recently migrated to Cloudera Data Platform (CDP ) and CDP Machine Learning to power a number of solutions that have increased operational efficiency, enabled new revenue streams and improved risk management.

Data Strategy 81

Data Strategy Strategy IT Contextual Data 81

CIO Business Intelligence

SEPTEMBER 10, 2024

If the CrowdStrike outage underscored anything for CIOs, it’s that modern enterprises are dependent on a growing number of interconnected systems, any one of which can cripple business operations beyond CIOs’ control. Although not implemented yet, we will be making it part of our vendor management and selection processes.

Risk Management 130

Risk Management Risk Enterprise Insurance 130