O'Reilly on Data

APRIL 23, 2024

There is a great deal of discussion about the risks and benefits of AI, but it is generally focused narrowly on the technical capabilities of AI tools and whether continued advances will eventually put AI beyond human control, leading to possible disaster. I think not. Let’s not wait till the robber barons are back. Available at: [link].

Advertising 269

Advertising Cost-Benefit Marketing Risk 269

Domino Data Lab

OCTOBER 16, 2019

This article covers a couple of key Machine Learning (ML) vital signs to consider when tracking ML models in production to ensure model reliability, consistency and performance in the future. Many thanks to Don Miner for collaborating with Domino on this article. This is beyond the traditional metric of “is the model working?

Metrics 49

Metrics Modeling Machine Learning Measurement 49

Jet Global

JUNE 5, 2020

An insurance Key Performance Indicator (KPI) or metric is a measure that an insurance company uses to monitor its performance and efficiency. Insurance metrics can help a company identify areas of operational success, and areas that require more attention to make them successful. This insurance metric helps gauge two different aspects.

Insurance 59

Insurance Metrics Reporting KPI 59

CIO Business Intelligence

JANUARY 30, 2024

In this article, we look at why trust is so critical in an enterprise and offer some key approaches for establishing a solid foundation of trust. Ultimately, these businesses run the increasing risk of falling behind in their markets. Leaders need to emphasize shared outcomes and objectives and establish clear success metrics.

Digital Transformation 139

Digital Transformation Metrics Enterprise Optimization 139

CIO Business Intelligence

MARCH 25, 2024

This article explores how CIOs can address each of their CFO’s key concerns when moving away from project-based teams to persistent funding, including the need to better track ROI, reduce risk, and reduce cost. This approach enabled Finance and business stakeholders to use data insights to see the metrics move as the year progressed.

Modeling 122

Modeling Cost-Benefit IT ROI 122

Smart Data Collective

JUNE 8, 2023

many of our articles have centered around the role that data analytics and artificial intelligence has played in the financial sector. In this article, we will explore the crucial role that data collection plays in analyzing football performance, unlocking valuable insights that can shape the future of the sport.

Data Analytics 82

Data Analytics Analytics Data Collection Statistics 82

CIO Business Intelligence

APRIL 29, 2022

Preparing for an artificial intelligence (AI)-fueled future, one where we can enjoy the clear benefits the technology brings while also the mitigating risks, requires more than one article. This first article emphasizes data as the ‘foundation-stone’ of AI-based initiatives. Establishing a Data Foundation. era is upon us.

Data Governance 145

Data Governance IT Risk Data Lake 145

Cloudera

MARCH 22, 2023

While in the old world where questions around data quality or system performance were answered by monitoring a few logs and metrics, in a distributed landscape (like a hybrid data platform) it’s not that straightforward. There are many logs and metrics, and they are all over the place.

Metrics 89

Metrics Data Governance Cost-Benefit Dashboards 89

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. We’ve read news articles about in-person mandates backfiring, and we’ve read similar articles on the opposite side.

IT 139

IT Risk Technology Measurement 139

Cloudera

DECEMBER 3, 2021

Surely there are ways to comb through the data to minimise the risks from spiralling out of control. As discussed in this article , model design can also be a source of bias too. There are a number of metrics that can be used to measure the performance of a system; they include accuracy, precision and F-score to name only three.

Uncertainty 103

Uncertainty Measurement Metrics Risk 103

Smart Data Collective

JULY 9, 2023

This article is going to provide some great insights on developing strategies for unlocking additional value from an online business, which can do a lot to boost revenue and catapult the enterprise to new heights. Understanding E-commerce Conversion Rates There are a number of metrics that data-driven e-commerce companies need to focus on.

Optimization 73

Optimization Data Analytics Analytics Data-driven 73

CIO Business Intelligence

FEBRUARY 29, 2024

You’d be forgiven if you’re wondering whether you’ve stumbled on an article from 2016 , but, in fact, the practice of launching an offshore IT center wholly owned and operated by the enterprise it serves is back in vogue with notable twists. Captive centers are on the rise. First, they don’t all last.

Cost-Benefit 113

Cost-Benefit Risk Modeling Strategy 113

datapine

FEBRUARY 14, 2021

That’s why it’s critical to monitor and optimize relevant supply chain metrics. Finally, we will show how to combine those metrics with the help of modern KPI software and create professional supply chain dashboards. Your Chance: Want to visualize & track supply chain metrics with ease? Cash-to-cash Time Cycle.

Metrics 260

Metrics KPI Dashboards Sales 260

Smart Data Collective

SEPTEMBER 17, 2020

The value that Big Data brings with it is unrivaled, and, in this article, we will see how this brings forth positive results in the banking and finance world. Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations. The Underlying Concept. Engaging the Workforce.

Big Data 141

Big Data Finance Risk Management Risk 141

IBM Big Data Hub

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. Otherwise, the risks become too significant.

Enterprise 98

Enterprise ROI Risk Strategy 98

FineReport

JUNE 7, 2023

Project management dashboards serve as dynamic visual aids, empowering project managers to effectively track project progress, identify risks, and allocate tasks to team members efficiently. Timely Risk Identification and Mitigation: Project management dashboards facilitate the identification and management of project risks.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

CIO Business Intelligence

OCTOBER 12, 2023

What are your metrics for success? Marketing departments may find ways to make information housed in knowledge-based articles and other content more easily discoverable. You might choose to bring the AI to your data by running an off-the-shelf or open-source solution in your corporate datacenter, ideally reducing complexity and risk.

Strategy 120

Strategy Marketing Metrics Technology 120

Ontotext

JUNE 22, 2023

This will minimize the risk of investing resources in fundamentally wrong assumptions and will give researchers more confidence to choose top targets for validation. We use these data sources to normalize the data we find in research articles. Customer Case Study and Key Metrics Let’s have a look at a real-life case study.

Metrics 52

Metrics Statistics Visualization Metadata 52

FineReport

AUGUST 13, 2021

Insurance companies provide risk management in the form of insurance contracts. There are lots of benefits of insurance dashboards: Monitor claims and develops a smooth claim management process Analyze the risk and detect frauds Access and control the costs Display historical data in a real-time manner Compare performance. Conclusion.

Insurance 52

Insurance Dashboards KPI Analytics 52

Smart Data Collective

JULY 20, 2021

Antonio Tinto wrote an article about the evolution of open banking in the context of AI in fintech in his LinkedIn post Open Banking and AI – The Rise of Cognitive Banking. What Are the Risks Associated with Online Banking? Risks associated with online banking tend to include concerns about privacy policies and data protection.

Machine Learning 132

Machine Learning Risk Data-driven Forecasting 132

Occam's Razor

AUGUST 9, 2021

Almost all metrics you currently use have one common thread: They are almost all backward-looking. If you want to deepen the influence of data in your organization – and your personal influence – 30% of your analytics efforts should be centered around the use of forward-looking metrics. Predictive metrics!

Metrics 142

Metrics Analytics Key Performance Indicator Predictive Modeling 142

CIO Business Intelligence

JUNE 9, 2023

This includes metrics beyond traditional financial and operational measures, including customer retention and advocacy, employee satisfaction and productivity, societal and environmental factors, and ethical outcomes. Learn more about data architectures in my article here. Read about Dell Technologies Data Management here.

Strategy 113

Strategy Management Key Performance Indicator ROI 113

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice. That’s where model debugging comes in.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

Alation

OCTOBER 26, 2021

Recent articles extol the benefits of supercharging analytics for finance departments 1. They need trusted data to drive reliable reporting, decision-making, and risk reduction. And, by implementing continuous data reviews, finance teams better support compliance and risk management.

Finance 52

Finance Data Transformation Enterprise Metrics 52

Smart Data Collective

JULY 9, 2021

It has been shown that big data can minimize employment risks during the hiring process. Big data helps companies assess employee satisfaction by analyzing a variety of key metrics. In the case of risk-taking, when engaging in managed services, it is the Managed Service Provider (MSP) that takes on all the risks involved.

Data Analytics 127

Data Analytics Management Analytics Big Data 127

datapine

NOVEMBER 15, 2022

1) What Are Product Metrics? 2) Types Of Product Metrics. 3) Product Metrics Examples You Can Use. 4) Product Metrics Framework. The right product performance metrics will give you invaluable insights into its health, strength and weaknesses, potential issues or bottlenecks, and let you improve it greatly.

Metrics 141

Metrics KPI Measurement Dashboards 141

Sisense

MAY 13, 2021

In this article, we’ll look at how DNV took intelligence from its massive datasets and put the right bits of information into its platforms in the right way (not simply embedding reports and dashboards) to drive impact for its users. DNV is an independent expert in risk management and assurance, operating in more than 100 countries.

Reporting 59

Reporting Analytics Dashboards Key Performance Indicator 59

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. First, the model must balance risk and reward for both parties. The agreement should be structured to ensure the service provider assumes risk only for decisions within their control.

Measurement 97

Measurement Modeling Risk Management 97

IBM Big Data Hub

AUGUST 9, 2023

In this article, we’ll tackle the common myth that observability is only relevant and beneficial for large-scale systems or complex architectures. Even a simple web application can benefit from observability by implementing basic logging and metrics. Why is this a myth?

Metrics 61

Metrics Interactive Software Data-driven 61

CIO Business Intelligence

APRIL 12, 2023

In this article, I’ll share insights on aligning vision and leadership, as well as reducing complexity to make data actionable for delivering real-time AI solutions. What metrics are used to understand the business impact of real-time AI? Real-time AI requires a different mindset, different processes, and faster execution speed.

Machine Learning 142

Machine Learning Cost-Benefit Data-driven Strategy 142

DataKitchen

OCTOBER 2, 2023

This comprehensive article delves into the complexities encountered by various types of data teams—Data Ingestion Teams, End-to-End Data Product Teams, and Enterprise Data Enablement Teams—to name a few. It also addresses the unique demands of specialized Data Consumers who require personalized data tracking. ’ What’s a Data Journey?

Data Quality 100

Data Quality Testing Uncertainty Data Enablement 100

DataRobot Blog

MARCH 31, 2022

Status quo bias and sunk cost fallacy cause us to fear the risk of updating an AI system more than the risk of leaving an underperforming AI system in production. Service Health tracks metrics about a deployment’s ability to respond to prediction requests quickly and reliably. Contact us to request a personal demo.

Metrics 52

Metrics Risk Data-driven Modeling 52

FineReport

MAY 31, 2023

In this article, we will explore the concept of a financial dashboard, highlight its numerous benefits, and provide various kinds of financial dashboard examples for you to employ and explore. Working capital serves as a metric that evaluates a company’s liquidity, operational efficiency, and short-term financial well-being.

Dashboards 52

Dashboards Key Performance Indicator Metrics Visualization 52

FineReport

JUNE 19, 2023

In this article, we will delve into the concept of operational reporting, present illustrative examples, explore different report types, provide valuable tips for creating effective reports, and delve into further relevant topics. Operational reports incorporate tools such as dashboards, metrics, and Key Performance Indicators (KPIs).

Operational Reporting 52

Operational Reporting Reporting Key Performance Indicator Dashboards 52

FineReport

MAY 9, 2023

As a result, you’ll be able to understand key metrics better and lay the groundwork for increasing conversions as a result. This article will tell you more about digital marketing reports. It can also reduce the risk of human error in the reporting process by eliminating the need for manual work.

Reporting 52

Reporting Marketing Advertising Metrics 52

CDW Research Hub

DECEMBER 22, 2020

Moving forward, we will be able to develop even more powerful solutions, which streamline productivity, reduce costs, and mitigate risks for both Champion and Sirius clients.” The MSP 501 list recognizes top managed service providers based on metrics including recurring revenue, profit margin and other factors.

Management 97

Management Optimization Metrics Data Collection 97

Jet Global

APRIL 15, 2020

However, you must be thorough; otherwise, your narrative risks omitting important details and pushing unsubstantiated conclusions. Identify Key Metrics – The best stories are clear and concise. For financial storytelling, that means focusing on a limited number of metrics to build the narrative and support the conclusion.

Metrics 59

Metrics Finance Visualization Reporting 59