CIO Business Intelligence

MAY 25, 2023

Deneen DeFiore is a Hall of Fame technology executive who currently serves as vice president and chief information security officer at United Airlines, where she leads the cybersecurity and digital risk organization to ensure the company is prepared to prevent, detect, and respond to evolving cyber threats. What are the metrics you focus on?

Metrics 107

Metrics Risk Marketing Measurement 107

IBM Big Data Hub

APRIL 9, 2024

” The historical sources watsonx.data accesses comprise relational, object and document databases, including IBM® Db2® , IBM® Cloudant , IBM Cloud® Object Storage and PostgreSQL. We also measure response time since this is a near real-time system. Lastly, watsonx.data pulls from live feeds. ” Watsonx.ai

Management 87

Management IT Machine Learning Metrics 87

IBM Big Data Hub

FEBRUARY 7, 2024

In addition to CSRD, California has new mandatory reporting rules coming into play in 2024, while countries around the world are on the verge of implementing their own non-financial disclosure and documentation requirements. Reporting is also becoming critical to corporate social responsibility initiatives.

Reporting 99

Reporting Cost-Benefit Internet of Things Data-driven 99

Alation

AUGUST 17, 2022

The Risks of Early Data Governance Programs. The biggest risk was a lack of ownership. Too often, organizations don’t educate their users about data governance, security, and business risk,” claims analyst Jack Gold. If your definitions are bad, so is your governance/risk/security. Enterprise risk management.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

DataRobot Blog

SEPTEMBER 1, 2022

Imagine yourself as a pilot operating aircraft through a thunderstorm; you have all the dashboards and automated systems that inform you about any risks. This also shows how the models compare on standard performance metrics and informative visualizations like Dual Lift. Model Observability with Custom Metrics.

Metrics 145

Metrics Statistics Modeling Data Science 145

Alation

FEBRUARY 14, 2023

And a data breach poses more than just a PR risk — by violating regulations like GDPR , a data leak can impact your bottom line, too. The role of monitoring, measuring, and metrics So, you’ve got the first step done; you’ve implemented data governance and everyone in your organization is on board. How can Alation help you?

Data Governance 52

Data Governance ROI Metrics Cost-Benefit 52

CIO Business Intelligence

AUGUST 18, 2023

For example, a buying organization might want “outcomes,” but the contract spells out dozens or even hundreds of service level agreement metrics instead. Clearly define measurable desired outcomes The third rule of Vested sourcing partnerships is that, to become the beacon for success, desired outcomes must be clearly defined and measured.

Measurement 97

Measurement Modeling Risk Management 97

CIO Business Intelligence

SEPTEMBER 20, 2023

The writing process builds trust, and a documented vision builds a shared understanding of priorities. Equally important, the documented vision is a tool for agile teams to make implementation decisions when there are multiple ways to solve problems, each with different benefits and tradeoffs.

Digital Transformation 133

Digital Transformation Uncertainty Metrics Business Objectives 133

CIO Business Intelligence

NOVEMBER 6, 2023

In this evolving IT investment landscape, the definition of risk has not changed, but the timeframe for response has shortened.” It feels as if traditional metrics of experience have been upended. Richárd Hruby, CIO and chief technology officer of CYQIQ, agrees that any discussion of AI adoption needs to begin with a focus on people.

IT 139

IT Risk Technology Measurement 139

CIO Business Intelligence

OCTOBER 2, 2023

The PMO determines what documentation is required for the various projects, and it enforces adherence to the practices and standards it has established. Furthermore, the PMO serves as a centralized deposit of project-related information, such as status reports, identified risks and project interdependencies.

Management 124

Management Scorecard Key Performance Indicator Risk 124

Alation

SEPTEMBER 7, 2021

In this blog we will discuss how Alation helps minimize risk with active data governance. Governance influences how an organization’s objectives are set and achieved, how risk is monitored and addressed, and how performance is optimized. Organizations that run afoul of such laws risk damaging their reputation. In Summary.

Data Governance 59

Data Governance Risk Data Quality Dashboards 59

Smart Data Collective

DECEMBER 21, 2020

Insurers are already using AI to select rates for customers and measure the risk they may pose, but how will it directly be of use in claims processing? Capturing data from documents. It involves identifying crucial information from documents and extracting it right away, so the customer’s journey is smoother and shorter.

Insurance 132

Insurance Cost-Benefit Big Data Unstructured Data 132

CIO Business Intelligence

JANUARY 23, 2024

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

Measurement 138

Measurement Digital Transformation KPI Metrics 138

CIO Business Intelligence

FEBRUARY 13, 2023

Measure performance of the current process by establishing a data collection plan to determine defects and gather metrics. At this stage, it’s important to establish performance baselines, future goals, and how performance will be measured.

Management 87

Management Statistics Manufacturing Measurement 87

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. That’s where model debugging comes in. Sensitivity analysis. Residual analysis.

Machine Learning 190

Machine Learning Modeling Testing Risk Management 190

CIO Business Intelligence

MARCH 24, 2023

However, there are many other challenges as well, including regulatory requirements, human capital, stakeholder engagement, alignment of materiality and performance, and the need to embed ESG into an existing ERM (Enterprise Risk Management) framework. “The Technology can help banks and other financial institutions overcome these hurdles.

Risk Management 52

Risk Management Consulting Metrics Data Quality 52

DataRobot

JANUARY 18, 2022

When removed from our usual work environment to participate in an AI project, there is the risk that strategic business goals and everyday business rules will be forgotten. The purpose of these checklists is to avoid complacency and to ensure conscious observation of risk management. AI governance should be proportionate to the risk.

Risk Management 52

Risk Management Risk Data-driven Metrics 52

Alation

OCTOBER 5, 2021

What is data governance and how do you measure success? These goals must also be SMART— Specific, Measurable, Attainable, Relevant, and Time-based. To measure failure vs. success, governance leaders must actively monitor all governance efforts. Data governance is a system for answering core questions about data.

Data Governance 96

Data Governance Strategy Data Quality Metrics 96

Smart Data Collective

FEBRUARY 9, 2022

For instance, they display trend lines, pivot points, low volatility and other metrics in distinct colors. Target profit percentage: These metrics can enable you to set reasonable profit targets, which may help eliminate emotion in trading. For example, the trading duration, volatility and risk involved, among other things.

Visualization 130

Visualization Optimization Analytics Testing 130

datapine

JUNE 15, 2023

There is no need to jump from one document to another or drown in infinite spreadsheets. By being able to make informed decisions, you’ll ensure your goals are being met with less financial risk, thanks to smart resource allocation. Each of these metrics is tracked in its actual value and compared to a target.

Reporting 207

Reporting Cost-Benefit Dashboards Sales 207

Octopai

JULY 9, 2020

It required banks to develop a data architecture that could support risk-management tools. Not only did the banks need to implement these risk-measurement systems (which depend on metrics arriving from distinct data dictionary tools), they also needed to produce reports documenting their use.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86

AWS Big Data

FEBRUARY 29, 2024

First, many LLM use cases rely on enterprise knowledge that needs to be drawn from unstructured data such as documents, transcripts, and images, in addition to structured data from data warehouses. Amazon SageMaker Model Monitor provides a proactive detection of deviations in model data quality drift and model quality metrics drift.

Data Governance 93

Data Governance Unstructured Data Metadata Data Lake 93

The Unofficial Google Data Science Blog

OCTOBER 31, 2016

We were often asked to make sense of confusing results, measure new phenomena from logged behavior, validate analyses done by others, and interpret metrics of user behavior. To answer those questions, I put together a document shared Google-wide which I optimistically and simply titled “Good Data Analysis.”

Metrics 107

Metrics Measurement Statistics Data Collection 107

BA Learnings

AUGUST 7, 2021

In addition to that, the risk assessment will not be carried out properly, and you won’t know what pitfalls lie ahead until you’re already knee-deep in the problem. You consider intelligent document processing software now. Don’t follow in the footsteps of bad examples by overestimating the skill sets and talent of your staff members.

Digital Transformation 130

Digital Transformation Key Performance Indicator Cost-Benefit KPI 130

Jet Global

JUNE 23, 2020

Acting without this information in the most comprehensive and current form possible exposes the accounting department (and by extension the company as a whole) to the risk of preventable mistakes and misunderstandings at a moment that demands perfection. Companies are questioning what to do next. Standing Up Self-Service Reporting.

Reporting 98

Reporting Uncertainty Metrics Measurement 98

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 Still, he urges companies to look beyond measurements of coding speed. Artificial Intelligence, CIO, Generative AI, IT Leadership, ROI and Metrics, Software Development

IT 128

IT Consulting Testing Cost-Benefit 128

AWS Big Data

MARCH 12, 2024

Upon reviewing TEZ logs and cluster metrics, we discovered that the cluster was vastly over-provisioned for the data volume being processed and remained under-utilized for most of the runtime. Although we did not formally measure ease of use and resiliency, these factors were considered throughout the evaluation process.

Cost-Benefit 91

Cost-Benefit Optimization Big Data Metrics 91

erwin

MARCH 24, 2020

Technical teams charged with maintaining and executing these processes require detailed tasks, and business process modeling is integral to their documentation. What questions need answering regarding planning and executing disaster recovery measures? Hardware and Software : Which assets are at risk in the event of an outage?

Modeling 97

Modeling Data Processing Software Finance 97

datapine

JANUARY 6, 2022

Yet, before any serious data interpretation inquiry can begin, it should be understood that visual presentations of data findings are irrelevant unless a sound decision is made regarding scales of measurement. Interval: a measurement scale where data is grouped into categories with orderly and equal distances between the categories.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Alation

SEPTEMBER 9, 2021

Establishing metrics to quantify effectiveness. Monitoring and measuring to identify improvements. And throughout the year, your Asset-Liability Committee (ALCO) also reviews risks from a balance sheet and market perspective. And can you measure that impact and put that knowledge to use to improve your governance?

Data Governance 52

Data Governance Data Strategy Strategy Risk 52

Smart Data Collective

DECEMBER 18, 2020

The collected data is encrypted and sent using the Google Analytics Measurement Protocol,” the Kaspersky report notes. . Google Analytics software is free to use and helps website owners and marketers alike to measure the traffic arriving from other sites and external sources to their own. Stealing Credit Cards With Google Analytics.

Analytics 83

Analytics Broadcasting Measurement Data Processing 83

CIO Business Intelligence

JUNE 7, 2022

You don’t understand how long you should test your feature and what exactly you should measure,” he says. Owczarek was recently involved in a project to develop an AI-based product for the pharmaceutical industry that would support the manual reviewing of research papers and documents with natural language processing. ML engineer.

Machine Learning 145

Machine Learning Data Science Consulting Metrics 145

IBM Big Data Hub

APRIL 25, 2024

This can involve implementing cross-functional teams to encourage communication and knowledge sharing, adopting agile methodologies to promote iterative development and rapid prototyping, and by using technology such as product lifecycle management (PLM) software to streamline documentation and version control. The result?

Cost-Benefit 54

Cost-Benefit Finance Optimization Key Performance Indicator 54

FineReport

MAY 27, 2022

Financial reports (also known as financial statements ) are formal documents used to comprehensively and accurately record and reflect an enterprise’s financial conditions, operating results, and cash flows in a specific period. What is a Financial Report? I highly recommend FineReport , a professional reporting tool.

Reporting 52

Reporting Dashboards KPI Metrics 52

Cloudera

SEPTEMBER 20, 2022

My hope is that this document spurs a conversation among a diverse group, and that the results of that conversation may be incorporated into a document yet to be authored. It’s impossible to anticipate every risk or mode of misuse, but those below were suggested in my readings and by my colleagues. Misuse — what could go wrong?

Deep Learning 86

Deep Learning Cost-Benefit Risk Data-driven 86

Jet Global

MARCH 4, 2020

A manufacturing Key Performance Indicator (KPI) or metric is a well defined and quantifiable measure that the manufacturing industry uses to gauge its performance over time. The only way to stay ahead in this fiercely competitive industry is through the implementation of manufacturing KPIs and metrics. View Guide Now.

Manufacturing 80

Manufacturing Metrics Reporting KPI 80

CIO Business Intelligence

NOVEMBER 15, 2023

When Bedi talks of enhancing “agent” productivity, he uses the term broadly to mean HR staff, IT service desk operatives, customer service agents, and sales staff, all of whom can benefit from generative AI’s ability to find answers in masses of documentation. Measurement is key, he says. It’s not like we need less software engineers.

Measurement 134

Measurement Digital Transformation Metrics Software 134