Smart Data Collective

JUNE 19, 2022

AI is particularly helpful with managing risks. How AI Can Help Suppliers Manage Risks Better. AI technology has been helpful for businesses in different industries for years. Failure or Delay Risk. Failure to deliver goods is one of the most common risks businesses have suffered over the past two years.

Risk 140

Risk Cost-Benefit Risk Management Manufacturing 140

CIO Business Intelligence

NOVEMBER 8, 2024

AI coding agents are poised to take over a large chunk of software development in coming years, but the change will come with intellectual property legal risk, some lawyers say. This means the AI might spit out code that’s identical to proprietary code from its training data, which is a huge risk,” Badeev adds.

Risk 133

Risk Software Recreation/Entertainment Modeling 133

CIO Business Intelligence

DECEMBER 28, 2023

The need to manage risk, adhere to regulations, and establish processes to govern those tasks has been part of running an organization as long as there have been businesses to run. Best practices, framework and technology have been developed to support this work. GRC is overarching.

Risk 115

Risk Risk Management Strategy Enterprise 115

CIO Business Intelligence

SEPTEMBER 13, 2024

For Kevin Torres, trying to modernize patient care while balancing considerable cybersecurity risks at MemorialCare, the integrated nonprofit health system based in Southern California, is a major challenge. When we looked at this technology, we quickly realized we didn’t have a clear line of sight to all the connected devices,” he says. “We

Risk 128

Risk IT IoT Statistics 128

DataRobot Blog

APRIL 29, 2022

This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks.

Risk 111

Risk Modeling IT Risk Management 111

O'Reilly on Data

JULY 15, 2019

As companies use machine learning (ML) and AI technologies across a broader suite of products and services, it’s clear that new tools, best practices, and new organizational structures will be needed. Financial services firms have a rich tradition of being early adopters of many new technologies, and AI is no exception: Figure 1.

Machine Learning 38

Machine Learning Management Enterprise Risk Management 38

CIO Business Intelligence

DECEMBER 14, 2023

As CIOs seek to achieve economies of scale in the cloud, a risk inherent in many of their strategies is taking on greater importance of late: consolidating on too few if not just a single major cloud vendor. This is the kind of risk that may increasingly keep CIOs up at night in the year ahead.

Risk 131

Risk Cost-Benefit Strategy Risk Management 131

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

Smart Data Collective

OCTOBER 13, 2021

The market for AI technology is growing remarkably. While marketing remains relevant and essential, AI technology provides endless opportunities that create a massive edge between you and your competitors. AI technology helps businesses respond to change and new business opportunities effectively. Leverage innovation.

Technology 131

Technology Cost-Benefit Experimentation Machine Learning 131

CIO Business Intelligence

NOVEMBER 11, 2024

In today’s fast-paced digital environment, enterprises increasingly leverage AI and analytics to strengthen their risk management strategies. A recent panel on the role of AI and analytics in risk management explored this transformational technology, focusing on how organizations can harness these tools for a more resilient future.

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Risk Management Risk Management Data-driven 59

CIO Business Intelligence

AUGUST 4, 2023

As CIOs and technology leaders, we’re almost always in the role of the technology evangelist, bringing both mainstream and emerging technology into the organization for business benefit. Technology has always been used for positive and negative effect. If reversible, then there’s clearly less risk.

Risk 98

Risk Risk Management ROI Technology 98

Cloudera

JUNE 29, 2023

To ensure the stability of the US financial system, the implementation of advanced liquidity risk models and stress testing using (MI/AI) could potentially serve as a protective measure. To improve the way they model and manage risk, institutions must modernize their data management and data governance practices.

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Data Architecture Risk Management Risk Management 91

Smart Data Collective

FEBRUARY 28, 2023

Here at Smart Data Collective, we have blogged extensively about the changes brought on by AI technology. While the technology is not new, this is being referred to as the year for AI. Machine learning technology has already had a huge impact on our lives in many ways. What is risk parity? Who invented risk parity?

Machine Learning 99

Machine Learning Risk Cost-Benefit Marketing 99

Smart Data Collective

SEPTEMBER 14, 2020

Thankfully, there are many ways you can do that by using technology and training. In this article, you will learn about six ways to prevent data breaches by using technology and training. This minimizes the risk of data breaches. Understand How Technology Works. Educate Your Employees.

Technology 143

Technology Risk Machine Learning Software 143

David Menninger's Analyst Perspectives

OCTOBER 15, 2024

Almost always, it takes time for organizations to absorb new technology, so earlier adopters can exploit the benefit of having addressed the people and process challenges sooner and gain a competitive advantage, greater profitability, access to talent and other benefits. Waiting too long to start means risking having to play catch-up.

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Cost-Benefit Risk Forecasting Software 204

Smart Data Collective

AUGUST 19, 2023

Data analytics technology has significantly improved the state of finance. We have talked about some of the many ways that data analytics technology is changing the state of finance. Risk is an ever-present companion in the world of finance. Big data technology is making these processes easier than ever. billion by 2030.

Risk 93

Risk Data Analytics Analytics Finance 93

Smart Data Collective

DECEMBER 9, 2021

It’s no secret that big data technology has transformed almost every aspect of our lives — and that’s especially true in business, which has become more tech-driven and sophisticated than ever. A lot of recent technology, such as cloud computing, automation, and SEO , are already in practice. billion last year. Remote Work.

Technology 131

Technology Big Data Machine Learning Deep Learning 131

CIO Business Intelligence

AUGUST 7, 2023

Organizations big and small, across every industry, need to manage IT risk. based IT directors and vice presidents in companies with more than 1,000 employees to determine what keeps them up at night—and it comes as no surprise that one of their biggest nightmares is managing IT risk. trillion annually by 2025.

Risk 98

Risk IT Management Risk Management 98

Smart Data Collective

OCTOBER 26, 2023

AI poses a number of benefits and risks for modern businesses. AI technology is helping with cybersecurity in a myriad of ways. A successful breach can result in loss of money, a tarnished brand, risk of legal action, and exposure to private information. One of the most striking examples is in the field of cybersecurity.

Technology 107

Technology Risk Measurement IoT 107

IBM Big Data Hub

FEBRUARY 28, 2024

Successful strategic sourcing often results in process optimization, cost management, customer satisfaction, risk management , increased sustainability and other benefits. Blockchain technology ensures that it’s stored, accessed and shared quickly, accurately and transparently.

Strategy 94

Strategy Technology Cost-Benefit Risk Management 94

Smart Data Collective

AUGUST 30, 2023

Cloud technology has been instrumental in the software development sector. This is one of the many examples of how cloud technology has benefited enterprises. There are a number of ways that cloud technology is changing the software development sector is by making it easier for PSA software to reach the market.

Software 107

Software Technology Consulting Forecasting 107

CIO Business Intelligence

MAY 22, 2024

Sixteen big users and creators of artificial intelligence (AI) technology — including heavy hitters such as Microsoft, Amazon, Google, Meta, and OpenAI — have signed up to the Frontier AI Safety Commitments, a new set of safety guidelines and development outcomes for the technology.

Risk Management 122

Risk Management Risk Publishing Modeling 122

CIO Business Intelligence

MARCH 18, 2024

Every business in some form or another is looking to adopt and integrate emerging technologies—whether that’s artificial intelligence, hybrid cloud architectures, or advanced data analytics—to help achieve a competitive edge and reach key operational goals. So, who needs to adhere to DORA?

Risk Management 120

Risk Management Insurance Risk Testing 120

CIO Business Intelligence

MAY 9, 2024

To date, many of these positions are with technology vendors or at government entities in the wake of recent AI mandates. Companies want candidates who can drive innovation, deliver meaningful business results, and work closely with other leaders to manage risks.

Risk Management 138

Risk Management Risk Cost-Benefit Technology 138

CIO Business Intelligence

JULY 22, 2024

For CIOs, the event serves as a stark reminder of the inherent risks associated with over-reliance on a single vendor, particularly in the cloud. To mitigate this risk, CIOs are likely to explore multicloud or hybrid cloud architectures, distributing workloads across multiple platforms. An incident like this questions that reliability.

Strategy 143

Strategy Testing Risk Management Risk 143

Smart Data Collective

SEPTEMBER 17, 2020

Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations. Big Data can efficiently enhance the ways firms utilize predictive models in the risk management discipline. Big Data provides financial and banking organizations with better risk coverage.

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Big Data Finance Risk Management Risk 144

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. To respond, CIOs are doubling down on organizational resilience.

Risk 52

Risk Risk Management Cost-Benefit ROI 52

CIO Business Intelligence

JUNE 6, 2024

RAI Institute described the template as an “industry-agnostic, plug-and-play policy document” that allow organizations to develop policies that are aligned with both business needs and risks. AI technology adoption is already widespread,” RAI Institute said.

Risk Management 131

Risk Management Risk Data-driven Consulting 131

CIO Business Intelligence

SEPTEMBER 18, 2024

To Ragland, who also sits on several state agency and non-profit boards, one of the greatest responsibilities for today’s boards is in governing cyber security risk. And while board members are generally tuned in to the importance of cyber governance, they don’t always understand the true risks with cyber and their own governing role.

Risk 141

Risk Testing Strategy Risk Management 141

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. Luckily, technological progress has been made toward this end in recent years.

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Machine Learning Modeling Testing Risk Management 196

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

CIO Business Intelligence

OCTOBER 1, 2024

They will oversee four working groups, each focusing on different aspects of AI governance — transparency and copyright, risk identification and assessment, technical risk mitigation, and internal risk management for general-purpose AI providers.

Risk 136

Risk Risk Management Interactive Enterprise 136

CIO Business Intelligence

OCTOBER 30, 2023

Under the aegis of digital transformation, IT initiatives have become more customer-centric, with a greater emphasis on people, not technology — all in an effort to redefine how the organization operates and to ensure it can keep up with the pace of change, capable of dealing with challenges and taking advantage of opportunities as they arise.

Digital Transformation 143

Digital Transformation Risk Management IoT Cost-Benefit 143

CIO Business Intelligence

AUGUST 6, 2024

The incident not only affected the availability of crucial cybersecurity defenses but also laid bare the broader operational risks associated with third-party service dependencies. Vendor risk management Assess vendor capabilities: Regularly evaluate the risk management and disaster recovery capabilities of key vendors.

Risk Management 111

Risk Management Risk Testing Finance 111

CIO Business Intelligence

DECEMBER 12, 2024

With the rapid rise of AI, especially GenAI, clients are evaluating risks from partner or vendor use of AI. CIOs and organizations are advised to consider how these risks may impact their operations and security and create contractual terms to address them. They are demanding clear assurances on how AI-related risks are mitigated.

Risk 59

Risk Risk Management Consulting Measurement 59

CIO Business Intelligence

MAY 20, 2024

Although AI, machine learning, and generative AI — the more recent entrant in the space — are not new, they are becoming more mature, mainstream technologies. Those projects include implementing cloud-based security, anti-ransomware, and user behavior analytics tools, as well as various authentication technologies. Foundry / CIO.com 3.

IT 142

IT Risk Management Machine Learning Risk 142

CIO Business Intelligence

MARCH 15, 2023

Explosive technology innovations. Generational shifts in technological expectations. Security implications of ChatGPT and its ilk ChatGPT and other generative AI technologies have taken the world by storm, but the combination of their sudden popularity and a general lack of understanding of how they work is a recipe for disaster.

Digital Transformation 126

Digital Transformation Risk Risk Management Strategy 126