O'Reilly on Data

MARCH 31, 2020

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. Machine learning adds uncertainty. AI product estimation strategies.

Management 338

Management Machine Learning Experimentation Metrics 338

CIO Business Intelligence

AUGUST 24, 2023

Gen AI has the potential to magnify existing risks around data privacy laws that govern how sensitive data is collected, used, shared, and stored. We’re getting bombarded with questions and inquiries from clients and potential clients about the risks of AI.” The risk is too high.” Not without warning signs, however.

Uncertainty 98

Uncertainty Risk Testing Enterprise 98

CIO Business Intelligence

NOVEMBER 4, 2024

IDC, for instance, recommends the NIST AI Risk Management Framework as a suitable standard to help CIOs develop AI governance in house, as well as EU AI ACT provisions, says Trinidad, who cites best practices for some aspects of AI governance in “ IDC PeerScape: Practices for Securing AI Models and Applications.”

Uncertainty 137

Uncertainty Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

SEPTEMBER 10, 2024

Managing cybersecurity and other technology risks will be top of mind for CIOs in 2025 across Australia and New Zealand (ANZ), with 82% of 109 respondents saying it is a key priority for next year, according to Gartner.

Uncertainty 132

Uncertainty Risk Management Risk Management 132

CIO Business Intelligence

MARCH 15, 2023

The pressure is on to navigate economic uncertainty. Solicit input from trusted deputies and document the risks and implications of specific line items. Gartner’s downward revision of projected worldwide IT spending in 2023 from 5.1% To get here, we recommend inventorying spend across all categories (labor, projects, technology, etc.)

Uncertainty 98

Uncertainty Cost-Benefit Forecasting Insurance 98

O'Reilly on Data

SEPTEMBER 15, 2020

Technical competence results in reduced risk and uncertainty. AI initiatives may also require significant considerations for governance, compliance, ethics, cost, and risk. There’s a lot of overlap between these factors. Defining them precisely isn’t as important as the fact that you need all three.

Advertising 299

Advertising Cost-Benefit ROI Machine Learning 299

CIO Business Intelligence

JULY 10, 2024

Dovico just hit the 90-day mark in her CIO role at Beyond Bank, so she’s still in the listening phase while new a new executive team and business strategies are launched and formalized across the broader organization. But as a technologist, you understand more the risks and controls you need to put in place.

Strategy 118

Strategy Cost-Benefit Uncertainty Technology 118

bridgei2i

JUNE 2, 2020

Episode 7: The Impact of COVID-19 on Financial Services & Risk. The Impact of COVID-19 on Financial Services & Risk Management. I collaborate with multiple stakeholders across many global companies enabling high impact business transformation strategies, and guiding them in their analytics journey. Management.

Risk Management 128

Risk Management Risk Enterprise Management 128

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. Our strategy.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

IBM Big Data Hub

JUNE 12, 2023

As public cloud technology and hybrid multicloud architectures are being adopted in financial institutions at an increasing rate, we’re observing that their counterparts in the public sector— central banks—are a long way behind, due at least in part to a profoundly risk-averse approach.

Strategy 85

Strategy Cost-Benefit Digital Transformation Uncertainty 85

CIO Business Intelligence

APRIL 1, 2024

The research cited a lack of talent and skills to work with the technology (62%), unclear AI and GenAI investment priorities (47%), and the absence of a strategy for responsible AI (41%) as the top three obstacles. Reach consensus on strategy. Low-cost proof-of-concepts can help you reduce the risk of overprovisioning.

Uncertainty 142

Uncertainty Data Lake Consulting Risk 142

CIO Business Intelligence

JULY 31, 2023

They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies. Here’s a rundown of the top 20 issues shaping gen AI strategies today. says CIOs should apply agile processes to their gen AI strategy. It’s not a hammer.

Strategy 98

Strategy Risk Enterprise Risk Management 98

CIO Business Intelligence

JUNE 22, 2022

Unfortunately, many organizations find themselves susceptible to the tactics used by consultants to manage their risk and optimize a commercial arrangement to their benefit. Consultants will also leverage their confidence with senior leadership to strengthen their ability to expose program risks and mitigate risk to their firm. .

Consulting 128

Consulting Uncertainty Cost-Benefit Risk 128

CIO Business Intelligence

NOVEMBER 18, 2024

Data silos, lack of standardization, and uncertainty over compliance with privacy regulations can limit accessibility and compromise data quality, but modern data management can overcome those challenges. It’s impossible,” says Shadi Shahin, Vice President of Product Strategy at SAS.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

Jet Global

AUGUST 6, 2020

Andy Burrows is a UK-based finance consultant who coaches businesses all over the world to drive performance using data and financial strategies that work in practice, not just in theory. It means taking into account the strategic risk cycle, the controls, and the processes to fit the system together into a whole.

Strategy 96

Strategy Finance Forecasting Consulting 96

O'Reilly on Data

JULY 20, 2021

It comes down to a key question: is the risk associated with an action greater than the trust we have that the person performing the action is who they say they are? When we consider the risk associated with an action, we need to understand its privacy implications. There is a tradeoff between the trust and risk. Source: [link].

Risk 306

Risk Software Interactive Modeling 306

CIO Business Intelligence

APRIL 24, 2024

CIOs will need to focus on aligning AI-driven solutions with broader business strategies, ensuring seamless integration into existing processes while addressing potential challenges like data security and ethical AI use. Ensuring human oversight and rigorous quality checks can mitigate the risks associated with AI errors.”

Enterprise 128

Enterprise Digital Transformation Consulting Uncertainty 128

Jedox

APRIL 21, 2020

In the face of unprecedented uncertainty, the question is how to quickly evaluate risk, opportunities and competitively allocate capital. Once the low point has passed, transformation strategies – which were already on the agenda – may be accelerated. In the face of uncertainty, investor relations are paramount.

Uncertainty 52

Uncertainty Modeling Management Finance 52

CIO Business Intelligence

JANUARY 11, 2024

Our biggest blocker to unleashing the power of AI is uncertainty over the integrity of the dataset it’s working from,” Dan Cohen, CIO and director of operations at The Amenity Collective, says in the report. For more insights, strategies, and best practices for IT leaders, visit Workday’s CIO Insights. Artificial Intelligence

Enterprise 128

Enterprise Uncertainty Reporting Risk Management 128

Cloudera

DECEMBER 21, 2020

Retailers are increasingly relying on a hybrid cloud strategy to run their business — it is not uncommon for them to store sensitive data on private cloud while running their customer-facing website on public cloud so that it can scale. Making Hybrid Cloud Work for Data-Driven ASEAN Retailers .

Data-driven 98

Data-driven Data Strategy Strategy Cost-Benefit 98

O'Reilly on Data

DECEMBER 9, 2019

Because of this trifecta of errors, we need dynamic models that quantify the uncertainty inherent in our financial estimates and predictions. Practitioners in all social sciences, especially financial economics, use confidence intervals to quantify the uncertainty in their estimates and predictions. and an error term ??

Statistics 27

Statistics Uncertainty Risk Marketing 27

Rocket-Powered Data Science

JULY 19, 2023

These three emergent analytics products are: (a) Sentinel Analytics – focused on monitoring (“keeping an eye on”) multiple enterprise systems and business processes, as part of an observability strategy for time-critical business insights discovery and value creation from enterprise data sources. These may not be high risk.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

O'Reilly on Data

JANUARY 22, 2019

Whether financial models are based on academic theories or empirical data mining strategies, they are all subject to the trinity of modeling errors explained below. All models, therefore, need to quantify the uncertainty inherent in their predictions. These factors lead to profound epistemic uncertainty about model parameters.

Modeling 135

Modeling Finance Uncertainty Data mining 135

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. But the CIO had several key objectives to meet before launching the transformation.

IT 122

IT Insurance Consulting Risk 122

CIO Business Intelligence

NOVEMBER 15, 2022

Sanchez-Reina also described such investment as a two-for-one strategy, bringing together financial performance with an organisation’s environmental and social values, thereby appeasing customers, employees and investors. Gartner is benchmarking 16 ODMs that organisations can use to compare their protection levels to their peers.

Digital Transformation 143

Digital Transformation Experimentation Metrics Machine Learning 143

erwin

AUGUST 13, 2020

Here are some of the issues and questions being raised: Growth : How do we define growth strategies (e.g., managing risk vs ROI and emerging countries)? Customer Engagement : How can we better engage with customers including brand, loyalty, customer acquisition and product strategy? big data, analytics and insights)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

Cloudera

OCTOBER 1, 2020

The first is cloud concentration risk. The concern here is the over-reliance on one service provider to support key service, presenting not only operation risks for the government itself but a tangible impact on its ability to deliver services to citizens should anything happen. It’s fair to say that the stakes are high. .

Data Processing 131

Data Processing Uncertainty Digital Transformation Risk 131

CIO Business Intelligence

MAY 23, 2023

By extending our multi-cloud strategy, we will invest in extending Vmware’s software stack to run and manage workloads across private and public clouds, which means any enterprise can run application workloads easily, securely, and seamlessly on-prem, or in any cloud platform they prefer.

Uncertainty 145

Uncertainty Cost-Benefit Risk Enterprise 145

CIO Business Intelligence

AUGUST 1, 2024

Higher compliance costs and revised tax strategies could also result in higher service fees for clients, affecting the cost of IT outsourcing. This is an industry-wide issue, and multiple companies are facing avoidable litigation, uncertainty, and concerns from investors and customers.” This Circular No.

Uncertainty 112

Uncertainty Sales Finance Strategy 112

CIO Business Intelligence

AUGUST 13, 2024

This consolidation might prompt governments to reassess their strategies around technology self-sufficiency and diversification, potentially leading to stricter regulations and increased investment in domestic semiconductor capabilities to mitigate risks associated with geopolitical uncertainties.”

Uncertainty 126

Uncertainty Marketing Software Technology 126

CIO Business Intelligence

JUNE 8, 2022

Digital disruption, global pandemic, geopolitical crises, economic uncertainty — volatility has thrown into question time-honored beliefs about how best to lead IT. If people need to go through multiple layers of approvals, they run the risk of building a very inefficient system. IT Leadership, IT Strategy Keep calm and lead on.

IT 133

IT Cost-Benefit Uncertainty Digital Transformation 133

Smart Data Collective

SEPTEMBER 7, 2021

Data-based insights can help make the right decisions, keep up with market trends and navigate the uncertainty. This information can further be used in marketing strategies. Powered by big data, retailers can turn to a dynamic pricing strategy to analyze the market and adjust accordingly. However, this process can be automated.

Big Data 134

Big Data Technology Predictive Analytics Cost-Benefit 134

CIO Business Intelligence

JULY 23, 2024

That’s because there’s heavy pressure on CIOs and other IT leaders to adopt and successfully deploy AI, creating some incentive for exaggeration, says Kjell Carlsson, head of AI strategy at Domino Data Lab, provider of an enterprise AI platform. “AI AI washing is a new phenomenon, but it’s really just a different kind of fraud.

Uncertainty 129

Uncertainty Machine Learning Business Intelligence Marketing 129

CIO Business Intelligence

JUNE 2, 2022

Businesses today have faced greater levels of uncertainty than ever before. Whether it’s managing deliverables, requesting approvals or any of the steps in between, automated processes result in significantly lower risk of introducing errors and allow developers to focus on more value-added work. By Milan Shetti, CEO Rocket Software.

Uncertainty 130

Uncertainty Reporting Software Cost-Benefit 130

CIO Business Intelligence

AUGUST 26, 2024

In today’s IT landscape, organizations are confronted with the daunting task of managing complex and isolated multicloud infrastructures while being mindful of budget constraints and the need for rapid deployment—all against a backdrop of economic uncertainty and skills shortages.

Management 111

Management Uncertainty Data-driven Software 111

Cloudera

DECEMBER 3, 2021

Surely there are ways to comb through the data to minimise the risks from spiralling out of control. Systems should be designed with bias, causality and uncertainty in mind. Uncertainty is a measure of our confidence in the predictions made by a system. We need to get to the root of the problem. System Design. Find out more.

Uncertainty 107

Uncertainty Measurement Metrics Risk 107

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. But the CIO had several key objectives to meet before launching the transformation.

IT 105

IT Insurance Consulting Risk 105