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 111

Digital Transformation Risk Testing Strategy 111

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

OCTOBER 30, 2023

adversarial testing to determine a model’s flaws and weak points), and not a wider range of information that would help to address many of the other concerns outlined in the EO. Methods by which the AI provider manages and mitigates risks identified via Red Teaming, including their effectiveness.

Measurement 304

Measurement Risk Metrics Modeling 304

Sisense

SEPTEMBER 23, 2019

If it breaks, it puts at risk, not just a single application, but an entire chain of business processes built around it. Once we have a solid foundation of unit tests which cover individual functions, API tests provide higher reliability covering an interface closer to the user, yet without the brittleness of UI tests.

Testing 89

Testing Strategy Modeling ROI 89

CIO Business Intelligence

NOVEMBER 19, 2024

Solution: Conduct thorough scalability testing and use modular architectures to facilitate easier scaling. Solution: Use explainable AI (XAI) techniques and maintain clear documentation of AI decision-making processes. Key takeaway: Scalability should be a core consideration from the outset to ensure long-term success.

Consulting 126

Consulting Cost-Benefit Experimentation Optimization 126

CIO Business Intelligence

OCTOBER 17, 2024

According to the indictment, Jain’s firm provided fraudulent certification documents during contract negotiations in 2011, claiming that their Beltsville, Maryland, data center met Tier 4 standards, which require 99.995% uptime and advanced resilience features. “If By then, the Commission had spent $10.7 million on the contract​. “In

Broadcasting 122

Broadcasting Risk Reporting Measurement 122

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

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. And there are tools for archiving and indexing prompts for reuse, vector databases for retrieving documents that an AI can use to answer a question, and much more. Only 4% pointed to lower head counts.

Enterprise 277

Enterprise Testing Modeling Reporting 277

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

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

DataKitchen

FEBRUARY 2, 2023

This will drive a new consolidated set of tools the data team will leverage to help them govern, manage risk, and increase team productivity. Enterprises are more challenged than ever in their data sprawl , so reducing risk and lowering costs drive software spending decisions. What will exist at the end of 2025?

Metadata 130

Metadata Testing Risk Data Science 130

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Working software over comprehensive documentation. Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. Test BI in a small group and deploy the software internally.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

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

CIO Business Intelligence

OCTOBER 31, 2023

That’s why Discover® Financial Service’s product security and application development teams worked together to shift security left by integrating security by design and conducting early security testing often to identify vulnerabilities prior to hitting deployment. “If That’s where our Golden Process documents can help.

Risk 122

Risk Testing Publishing Software 122

CIO Business Intelligence

MAY 31, 2023

While the growing use of APIs increases seamless integration and improves customer experiences, a new set of risks emerges. It is important for organizations to understand the risks with the use of APIs and prepare to address those risks. This should include a strong understanding of data flows and trust boundaries.

Testing 98

Testing Risk Consulting Digital Transformation 98

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 79

Cost-Benefit Testing Machine Learning Optimization 79

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

SEPTEMBER 17, 2024

All this while CIOs are under increased pressure to deliver more competitive capabilities, reduce security risks, connect AI with enterprise data, and automate more workflows — all areas where architecture disciplines have a direct role in influencing outcomes.

Enterprise 145

Enterprise Digital Transformation Cost-Benefit Risk 145

IBM Big Data Hub

NOVEMBER 6, 2023

It’s at these endpoints that company and user data is vulnerable to various types of attacks and security risks, including: Authentication-based attacks : where hackers try to guess or steal user passwords or exploit weak authentication processes to gain access to API servers. Security testing. Versioning and documentation.

Optimization 113

Optimization Testing Software Risk 113

CIO Business Intelligence

OCTOBER 10, 2024

A key development in this effort is the Accreditation Management System (AMS), which enables staff, assessors, and clients to access and manage documents and tasks securely from anywhere. This ensures that all digital initiatives are in line with both the center’s strategic objectives and relevant standards.

Digital Transformation 121

Digital Transformation IoT Business Intelligence Testing 121

CIO Business Intelligence

OCTOBER 3, 2024

Putting AI into practice SAP Build Process Automation, for instance, would merge workflow management with robotic process automation functionality, process visibility, decision management, and advanced AI tooling for business document understanding. At the same time, risks associated with regulatory filing would be minimized.

Consulting 122

Consulting Sales Testing Management 122

CIO Business Intelligence

JULY 1, 2024

By documenting cases where automated systems misbehave, glitch or jeopardize users, we can better discern problematic patterns and mitigate risks. Real-time monitoring tools are essential, according to Luke Dash, CEO of risk management platform ISMS.online.

Reporting 129

Reporting Risk Management Experimentation Risk 129

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 251

Testing Software Visualization Interactive 251

CIO Business Intelligence

SEPTEMBER 27, 2024

The first step of the manager’s team was instead to hire a UX designer to not only design the interface and experience for the end user, but also carry out tests to bring qualitative and quantitative evidence on site and app performance to direct the business. “E-commerce “IT must be at the service of the business,” he says.

Management 128

Management IT Cost-Benefit Testing 128

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

OCTOBER 2, 2024

Risk management Imagine if you had to evacuate a six-mile radius due to a toxic substance being released into the air from one of your plants, such as what happened in 2020 at a well-known company’s food plant in Camilla, GA. Identify gaps related to ethics, transparency, risk and compliance.

Gap analysis 119

Gap analysis Risk Manufacturing Data Governance 119

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 Business Objectives 133

CIO Business Intelligence

AUGUST 23, 2024

Like most enterprises, Bayer’s agricultural division will initially use AWS-based generative AI tools out-of-the-box to automate basic business processes, such as the production of internal technical documentation, McQueen says. The core set of engineers building the platform have harnessed this feature to speed up the process. It’s additive.”

Data Science 101

Data Science Experimentation Testing Modeling 101

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 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

JUNE 13, 2024

LLMs are good for tasks such as summarizing documents or creating marketing material but are often more difficult and expensive to tune for niche use cases than small AIs, he says. “If Homeowner AI can also send users weather alerts based on their locations, and it can assess climate disaster risk.

IT 131

IT Cost-Benefit Machine Learning Testing 131

DataRobot Blog

JULY 22, 2022

At many organizations, the current framework focuses on the validation and testing of new models, but risk managers and regulators are coming to realize that what happens after model deployment is at least as important. They may not have been documented, tested, or actively monitored and maintained. Legacy Models.

Modeling 105

Modeling Risk Management Testing Risk 105

CIO Business Intelligence

OCTOBER 8, 2024

Consider a file share full of briefing documents and presentations, the team’s email inboxes, and even the moment in a sales presentation where the prospect seems to perk up. Give them room to be agile, and document and celebrate both the wins and failures with learning. But this makes the process much slower by comparison.

Unstructured Data 117

Unstructured Data Data Science Uncertainty Sales 117

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 118

Enterprise Testing Modeling Data-driven 118

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 132

Testing Metadata Risk Data Science 132

CIO Business Intelligence

MAY 1, 2024

Organic growth Some of Microsoft’s original test customers have already moved from pilot to broad deployment. And commercial insurance is a vertical Docugami CEO Jean Paoli says has been an early adopter, including statements of value, certificates of insurance, as well as policy documents with renewal dates, penalties, and liabilities.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

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 Insurance Testing Cost-Benefit 127