CIO Business Intelligence

MARCH 3, 2024

And only 45 percent of CISOs were very or somewhat concerned about the risks of unsecured printers, compared to 72 percent of CIOs. Quocirca said this disconnect between the views of CIOs and CISOs on print security could prevent companies from determining the true level of risk. Doing penetration testing. Using zero trust.

IT 111

IT Measurement Risk Testing 111

CIO Business Intelligence

APRIL 12, 2024

Large banking firms are quietly testing AI tools under code names such as as Socrates that could one day make the need to hire thousands of college graduates at these firms obsolete, according to the report. But that’s just the tip of the iceberg for a future of AI organizational disruptions that remain to be seen, according to the firm.

Experimentation 143

Experimentation Reporting Testing Statistics 143

CIO Business Intelligence

AUGUST 1, 2023

It would also empower linguists to translate historical documents. But digitizing the project could help collect all those materials in one place, giving everyone access to instant copies of these vital historical documents. The Myammia Center alone did not have the resources to undertake such a huge digital transformation.

Risk 98

Risk IT Software Digital Transformation 98

DataKitchen

JANUARY 18, 2023

Good testing, like exercise and veganism, is the subject of fervent talk and half-hearted action. There are lots of reasons good people test inadequately. Testing is intrinsic to the job. . By automating your tests, then running them with each refresh, you build in safety valves for your data pipeline. . Of course not.

Testing 130

Testing Data-driven Risk Strategy 130

CIO Business Intelligence

DECEMBER 20, 2023

Faster app development: By leveraging Generative AI, companies can automate documentation generation, improve software reusability, and seamlessly integrate AI functions such as chatbots and image recognition into low-code applications. With the right partner, the results of this next wave of transformation will be remarkable.

Digital Transformation 128

Digital Transformation Testing Software Cost-Benefit 128

Cloudera

OCTOBER 18, 2023

In the ever-evolving landscape of the financial services Industry, change is a constant and transformation is a requirement — to stay at pace with new regulations, risk mitigation, and the technological developments that support transformation. Automated documentation generation: Generating documentation is time consuming and tedious.

Cost-Benefit 77

Cost-Benefit Testing Machine Learning Optimization 77

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management. What Is Model Risk?

Risk Management 64

Risk Management Risk Modeling Enterprise 64

IBM Big Data Hub

FEBRUARY 13, 2024

For example, organizations can use generative AI to: Quickly turn mountains of unstructured text into specific and usable document summaries, paving the way for more informed decision-making. Generative AI proves highly useful in rapidly creating various types of documentation required by coders. Automate tedious, repetitive tasks.

Enterprise 126

Enterprise Modeling Testing Data-driven 126

DataKitchen

DECEMBER 6, 2022

The document they wrote is exceptionally close to what we see in the market and what our products do ! This document is essential because buyers look to Gartner for advice on what to do and how to buy IT software. T est Automation : Business rules validation, test scripts management, test data management.

Software 130

Software Marketing Data Lake Testing 130

CIO Business Intelligence

NOVEMBER 13, 2023

By defining a structured change management process, organizations not only ensure that changes are properly tracked and documented, but it also provides visibility into the entire change lifecycle. Incorporate extensive testing and validation for each change Ten years ago, the DevOps development process was develop, develop, develop, test.

Management 133

Management Key Performance Indicator Testing Digital Transformation 133

IBM Big Data Hub

JANUARY 19, 2024

Together, these documents help ensure businesses are prepared to face a variety of threats including power outages, ransomware and malware attacks, natural disasters and many more. Disaster recovery plans (DRPs) are detailed documents describing how companies will respond to different types of disasters.

Strategy 101

Strategy Cost-Benefit Testing Risk 101

O'Reilly on Data

JULY 11, 2023

Programmers who work for those companies risk losing their jobs to AI. Testing and debugging—well, if you’ve played with ChatGPT much, you know that testing and debugging won’t disappear. What does this mean for people who earn their living from writing software? AIs generate incorrect code, and that’s not going to end soon.

Testing 248

Testing Software Visualization Interactive 248

IBM Big Data Hub

NOVEMBER 24, 2023

Subsequent phases are build and test and deploy to production. Modernization teams perform their code analysis and go through several documents (mostly dated); this is where their reliance on code analysis tools becomes important. Let us explore the Generative AI possibilities across these lifecycle areas.

Cost-Benefit 100

Cost-Benefit Testing Data-driven Enterprise 100

CIO Business Intelligence

DECEMBER 11, 2023

“This regulation aims to ensure that fundamental rights, democracy, the rule of law and environmental sustainability are protected from high risk AI, while boosting innovation and making Europe a leader in the field,” said the press release issued by European Parliament. It is a myth that the AI Act will hamper innovation.

Risk 127

Risk Testing Insurance Cost-Benefit 127

O'Reilly on Data

MARCH 26, 2024

It’s ironic that, in this article, we didn’t reproduce the images from Marcus’ article because we didn’t want to risk violating copyright—a risk that Midjourney apparently ignores and perhaps a risk that even IEEE and the authors took on!) Because, in some sense, hallucination is all LLMs do. They are dream machines.

Modeling 277

Modeling Machine Learning Risk Advertising 277

CIO Business Intelligence

DECEMBER 19, 2023

Create these six generative AI workstreams CIOs should document their AI strategy for delivering short-term productivity improvements while planning visionary impacts. These workstreams require documenting a vision, assigning leaders, and empowering teams to experiment.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? Keep it agile, with short design, develop, test, release, and feedback cycles: keep it lean, and build on incremental changes. Test early and often. Test and refine the chatbot.

Strategy 289

Strategy Experimentation Uncertainty Machine Learning 289

O'Reilly on Data

MAY 18, 2020

This article answers these questions, based on our combined experience as both a lawyer and a data scientist responding to cybersecurity incidents, crafting legal frameworks to manage the risks of AI, and building sophisticated interpretable models to mitigate risk. AI incidents, in other words, don’t require an external attacker.

Risk 359

Risk Modeling Data Processing Software 359

CIO Business Intelligence

DECEMBER 7, 2023

There’s no better test of your capability to do so than right after an adverse event. For example, the risk of having an organization’s “license to operate” withdrawn by a regulator or having conditions applied (retrospectively or prospectively) can adversely affect market value and consumer confidence.

Testing 124

Testing Risk Management Strategy 124

CIO Business Intelligence

APRIL 14, 2023

But just like other emerging technologies, it doesn’t come without significant risks and challenges. According to a recent Salesforce survey of senior IT leaders , 79% of respondents believe the technology has the potential to be a security risk, 73% are concerned it could be biased, and 59% believe its outputs are inaccurate.

Risk 122

Risk Experimentation Marketing Risk Management 122

O'Reilly on Data

NOVEMBER 29, 2022

While it’s unlikely that the bill will become law, merely raising the possibility of criminal prosecution and jail time has upped the ante for “ commercial entities that operate high-risk information systems or automated-decision systems, such as those that use artificial intelligence or machine learning.”. Who will watch the watchmen?

Machine Learning 280

Machine Learning Recreation/Entertainment Risk Testing 280

CIO Business Intelligence

OCTOBER 17, 2023

Application reliability and testing – Using this approach, it is possible to focus first on components or services that are “secondary” in nature, and if they don’t work exactly right, don’t blow up the entire system. This also reduces the scope of the testing environment to something much more manageable.

Cost-Benefit 126

Cost-Benefit Testing Risk Enterprise 126

Cloudera

SEPTEMBER 28, 2020

They have dev, test, and production clusters running critical workloads and want to upgrade their clusters to CDP Private Cloud Base. Customer Environment: The customer has three environments: development, test, and production. Test and QA. Test and QA. Review the Upgrade document topic for the supported upgrade paths.

Testing 130

Testing Metadata Risk Data Science 130

Cloudera

FEBRUARY 1, 2024

Day 0 — Design and Preparation: Focuses on designing and preparing for your installation, including gathering requirements, planning architecture, allocating resources, setting up network and security, and documentation creation. Documentation: create documentation detailing the installation process and system configurations.

Optimization 82

Optimization Measurement Testing Publishing 82

Smart Data Collective

DECEMBER 26, 2022

Before prioritizing your threats, risks, and remedies, determine the rules and regulations that your company is obliged to follow. Prioritize Your Risks and Assets. Once you are done with enlisting your threat vectors, it is important to go through a risk assessment and create a prioritization list of your assets.

Strategy 129

Strategy Testing Risk Software 129

CIO Business Intelligence

SEPTEMBER 7, 2023

Additionally, related issues during use are risk of hallucinations and prompt engineering. Additionally, it’s paramount within the financial services sector to ensure responsible AI and adherence to regulatory guidance for model risk. Exploiting technology vulnerabilities.

Risk Management 98

Risk Management Risk Testing Digital Transformation 98

CIO Business Intelligence

JUNE 8, 2023

Key skills for the role include resource allocation, risk and change management, quality assurance, communication, and leadership and team building. Relevant skills include security architecture design, threat modeling, compliance and regulations, security operations, risk assessment and management, and security infrastructure implementation.

IT 140

IT Digital Transformation Software Risk 140

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. The primary focus of model governance involves tracking, testing and auditing. First is the data the model is using.

Machine Learning 145

Machine Learning Modeling Testing Risk 145

IBM Big Data Hub

FEBRUARY 6, 2024

Common elements of cyber recovery plans include data backup, theft prevention and mitigation and communication strategies that help effectively respond to stakeholders—including customers whose data is at risk. Step 2: Perform a risk analysis Conducting a sound risk analysis (RA) is a critical step towards creating an effective DRP.

Cost-Benefit 98

Cost-Benefit Testing Risk Strategy 98

CIO Business Intelligence

OCTOBER 3, 2023

They enable greater efficiency and accuracy and error reduction, better decision making, better compliance and risk management, process optimisation and greater agility. Process optimisation: processes are examined, re-engineered, standardised and carefully tested prior to being automated processes.

Cost-Benefit 122

Cost-Benefit Machine Learning Interactive Software 122

DataKitchen

FEBRUARY 21, 2023

Release New Data Engineering Work Often With Low Risk: “Testing and release processes are heavily manual tasks… automate these processes.” Still, there is little testing and no consistent deployment processes, and everyone is very busy with ‘keeping the lights on’ by constantly chasing down errors in production systems.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

O'Reilly on Data

OCTOBER 10, 2023

For each role, it includes a detailed example of a prompt that can be used to implement that role, along with an example of a ChatGPT session using the prompt, risks of using the prompt, guidelines for teachers, instructions for students, and instructions to help teacher build their own prompts. A rigorous test suite would have helped.)

Testing 185

Testing Modeling IT Risk 185

Smart Data Collective

AUGUST 22, 2021

The FDA has used data analytics technology to streamline their process and drastically reduce the risk of missing anything pertinent. The process involves confirmation and documentation that the computer software can consistently and accurately produce results that preset guidelines for quality management and compliance purposes.

Data-driven 128

Data-driven Software Manufacturing Big Data 128

CIO Business Intelligence

MARCH 13, 2024

So when on-boarding potential vendors, productivity has increased by 70 to 80% as a result of using gen AI to help analyze masses of documents. “We We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing.

IT 128

IT Consulting Testing Cost-Benefit 128

CIO Business Intelligence

JANUARY 9, 2024

transition Step 1: Locate, identify and document all the credit card flow in the organization, as stated by the following requirements applicable to all entities subject to PCI security compliance: 1.2.4 See the PCI Security Standards Council (SSC) Requirements and Testing Procedures , Version 4.0 compliance steps. March 2022.)

Consulting 105

Consulting Management Testing Modeling 105

IBM Big Data Hub

APRIL 4, 2024

Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few. A third-party risk management review, where the ISV needs to describe how it is complying to required controls. Most of these new technologies are born-in-cloud.

Cost-Benefit 61

Cost-Benefit Risk Management Risk Digital Transformation 61

IBM Big Data Hub

DECEMBER 4, 2023

The most common insurance use cases include optimizing processes that require processing large documents and large blocks of text or images. Customer engagement Providing insurance coverage involves working with numerous documents. IBM works with several insurance companies to identify high-value opportunities for using generative AI.

Insurance 56

Insurance Digital Transformation Risk Management Risk 56