Smart Data Collective

DECEMBER 26, 2022

Let’s get started with a comprehensive cybersecurity strategy for your small business. The first step of a well-planned cybersecurity strategy is identifying the avenues of attack in your system. Before prioritizing your threats, risks, and remedies, determine the rules and regulations that your company is obliged to follow.

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O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. This isn’t always simple, since it doesn’t just take into account technical risk; it also has to account for social risk and reputational damage.

Marketing 363

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CIO Business Intelligence

SEPTEMBER 9, 2024

As IT landscapes and software delivery processes evolve, the risk of inadvertently creating new vulnerabilities increases. These risks are particularly critical for financial services institutions, which are now under greater scrutiny with the Digital Operational Resilience Act ( DORA ).

Risk Management 115

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CIO Business Intelligence

AUGUST 21, 2024

Adding smarter AI also adds risk, of course. “At The big risk is you take the humans out of the loop when you let these into the wild.” When it comes to security, though, agentic AI is a double-edged sword with too many risks to count, he says. “We That means the projects are evaluated for the amount of risk they involve.

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

OCTOBER 17, 2024

While tech debt refers to shortcuts taken in implementation that need to be addressed later, digital addiction results in the accumulation of poorly vetted, misused, or unnecessary technologies that generate costs and risks. million machines worldwide, serves as a stark reminder of these risks.

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Smart Data Collective

MAY 7, 2023

million —and organizations are constantly at risk of cyber-attacks and malicious actors. In order to protect your business from these threats, it’s essential to understand what digital transformation entails and how you can safeguard your company from cyber risks. What is cyber risk?

Digital Transformation 119

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CIO Business Intelligence

NOVEMBER 14, 2023

Although some continue to leap without looking into cloud deals, the value of developing a comprehensive cloud strategy has become evident. Without a clear cloud strategy and broad leadership support, even value-adding cloud investments may be at risk. There are other risks, too. Why are we really going to cloud?

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Strategy Cost-Benefit IT Key Performance Indicator 145

CIO Business Intelligence

MARCH 9, 2022

Today’s cloud strategies revolve around two distinct poles: the “lift and shift” approach, in which applications and associated data are moved to the cloud without being redesigned; and the “cloud-first” approach, in which applications are developed or redesigned specifically for the cloud.

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CIO Business Intelligence

APRIL 23, 2024

As CIO, you’re in the risk business. Or rather, every part of your responsibilities entails risk, whether you’re paying attention to it or not. There are, for example, those in leadership roles who, while promoting the value of risk-taking, also insist on “holding people accountable.” You can’t lose.

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CIO Business Intelligence

MAY 17, 2022

Even if the AI apocalypse doesn’t come to pass, shortchanging AI ethics poses big risks to society — and to the enterprises that deploy those AI systems. The following real-world implementation issues highlight prominent risks every IT leader must account for in putting together their company’s AI deployment strategy.

Risk 145

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CIO Business Intelligence

JUNE 13, 2024

Not instant perfection The NIPRGPT experiment is an opportunity to conduct real-world testing, measuring generative AI’s computational efficiency, resource utilization, and security compliance to understand its practical applications. For now, AFRL is experimenting with self-hosted open-source LLMs in a controlled environment.

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Smart Data Collective

DECEMBER 6, 2022

One of the best ways that cybersecurity professionals are leveraging AI is by utilizing SAST strategies. A big part of what enables this constant deployment of new applications is a testing process known as static application security testing, or SAST. It is frequently referred to as “white box testing.”

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Smart Data Collective

MARCH 23, 2023

Prebuilt features and templates will have already been performance tested, and they typically come at much lower price points than developing a product from scratch. Automate Your Testing AI technology can also help create other AI applications. One of the benefits is that it can help with automating coding and testing.

Software 122

Software Strategy Cost-Benefit Testing 122

datapine

APRIL 15, 2020

When it comes to implementing and managing a successful BI strategy we have always proclaimed: start small, use the right BI tools , and involve your team. Your Chance: Want to test an agile business intelligence solution? You need to determine if you are going with an on-premise or cloud-hosted strategy.

Business Intelligence 276

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CIO Business Intelligence

OCTOBER 8, 2024

For those rare enterprises where innovation is more than a bullet point on a strategy statement embedded keep inside their SEC 10K, there is a repeatable approach for addressing the emerging unknown with great certainty. You risk adding to the hype where there will be no observable value. Test the customer waters.

Risk 124

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CIO Business Intelligence

NOVEMBER 21, 2024

In our fast-changing digital world, it’s essential to sync IT strategies with business objectives for lasting success. Effective IT strategy requires not just technical expertise but a focus on adaptability and customer-centricity, enabling organizations to stay ahead in a fast-changing marketplace.

Strategy 122

Strategy IT Business Objectives Cost-Benefit 122

O'Reilly on Data

OCTOBER 22, 2020

The safest course of action is also the slowest and most expensive: obtain your training data as part of a collection strategy that includes efforts to obtain the correct representative sample under an explicit license for use as training data.

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CIO Business Intelligence

JUNE 24, 2024

At the top of the cybersecurity risk chart is ransomware attacks. Cybersecurity strategies need to evolve from data protection to a more holistic business continuity approach. … This requires a multifaceted approach that combines advanced technologies and proactive strategies.

Strategy 111

Strategy Data-driven Technology Risk 111

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. We’re not encouraging skepticism or fear, but companies should start AI products with a clear understanding of the risks, especially those risks that are specific to AI.

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AWS Big Data

JANUARY 16, 2024

This lets you to define, avoid, and handle disruption risks as part of your business continuity plan. This makes it difficult to implement a comprehensive DR strategy. In the following sections, we discuss two Amazon MWAA DR strategy solutions and their architecture. This post focuses on designing the overall DR architecture.

Strategy 111

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CIO Business Intelligence

JUNE 9, 2023

It’s a time-tested truth: Getting a head start improves outcomes. Such is the case with a data management strategy. For example, smart hospitals employ effective data management strategies. Despite its potential benefits, many organizations grapple with having real ROI conversations about a data management strategy.

Strategy 116

Strategy Management Key Performance Indicator ROI 116

datapine

AUGUST 12, 2020

Whether you manage a big or small company, business reports must be incorporated to establish goals, track operations, and strategy, to get an in-depth view of the overall company state. Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software?

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Reporting Dashboards Visualization Cost-Benefit 297

DataKitchen

MAY 10, 2024

It highlights how DataKitchen’s Data Observation solutions equip organizations to enhance their development practices, reduce deployment risks, and increase overall productivity. Each addition or modification poses potential risks that could propagate errors into production environments. How Many Tests Ran In The Qa Environment?

Testing 133

Testing Cost-Benefit Data Quality Dashboards 133

CIO Business Intelligence

JANUARY 25, 2024

Two-thirds of risk executives surveyed by Gartner consider gen AI a top emerging risk. McAfee counters that such risks are manageable. These risks are things you have to worry about with any other large-scale database technology project—but they’re not terrifying, and you have a great deal to gain,” says McAfee.

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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. 6] Debugging may focus on a variety of failure modes (i.e., Sensitivity analysis.

Machine Learning 196

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CIO Business Intelligence

OCTOBER 15, 2024

Multicloud architectures, applications portfolios that span from mainframes to the cloud, board pressure to accelerate AI and digital outcomes — today’s CIOs face a range of challenges that can impact their DevOps strategies. CrowdStrike recently made the news about a failed deployment impacting 8.5

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

IBM Big Data Hub

SEPTEMBER 6, 2023

According to the IBM survey, when CMOs were asked what they thought the primary challenges were in adopting generative AI, they listed three top concerns: managing the complexity of implementation, building the data set and brand and intellectual property (IP) risk. With the right generative AI strategy, marketers can mitigate these concerns.

Marketing 112

Marketing Strategy B2B Cost-Benefit 112

CIO Business Intelligence

OCTOBER 16, 2023

Two significant changes have prompted a reassessment: first, business transformation projects necessitate comprehensive process evaluations, so the two domains can’t be viewed separately anymore; second, the growing emphasis on security has highlighted the substantial risks of using outdated, unmonitored technology.

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CIO Business Intelligence

AUGUST 28, 2024

For the technical architecture, we use a cloud-only strategy. Instead of painting 10 test panels, the body shop just needs two. When I talk to the board, it’s about risk reduction, since the cloud offers a much better control plane for enforcing governance practices. This is a multi-year initiative.

Strategy 121

Strategy B2B Finance Enterprise 121

IBM Big Data Hub

JANUARY 30, 2024

To overcome various challenges associated with multicloud , organizations need to map out a comprehensive multicloud management strategy to achieve overall success. For instance, an organization might use Microsoft Azure for storing data, AWS for development and testing new applications, and Google Cloud for backup and disaster recovery.

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Strategy Cost-Benefit Risk Optimization 91

CIO Business Intelligence

JUNE 3, 2024

However, amidst the allure of newfound technology lies a profound duality—the stark contrast between the benefits of AI-driven software development and the formidable security risks it introduces. AI-powered applications are vast and varied, but with them also comes significant risk.

Testing 124

Testing Risk Data-driven Cost-Benefit 124

IBM Big Data Hub

MAY 28, 2024

While every data protection strategy is unique, below are several key components and best practices to consider when building one for your organization. What is a data protection strategy? Why it’s important for your security strategy Data powers much of the world economy—and unfortunately, cybercriminals know its value.

Strategy 81

Strategy Measurement Risk Cost-Benefit 81

datapine

MAY 2, 2023

Your Chance: Want to test a professional logistics analytics software? This isn’t just valuable for the customer – it allows logistics companies to see patterns at play that can be used to optimize their delivery strategies. Your Chance: Want to test a professional logistics analytics software? million miles.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

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.

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Advertising Cost-Benefit ROI Machine Learning 299

Corinium

JUNE 6, 2019

Regulations and compliance requirements, especially around pricing, risk selection, etc., Fractal’s recommendation is to take an incremental, test and learn approach to analytics to fully demonstrate the program value before making larger capital investments. Build multiple MVPs to test conceptually and learn from early user feedback.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

Rocket-Powered Data Science

JUNE 17, 2022

Observability is a business strategy: what you monitor, why you monitor it, what you intend to learn from it, how it will be used, and how it will contribute to business objectives and mission success. Explore and test-drive it (with a free trial) here. Do not confuse observability with monitoring (specifically, with IT monitoring).

Machine Learning 238

Machine Learning Recreation/Entertainment Risk Business Objectives 238