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

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.

Machine Learning 190

Machine Learning Modeling Testing Risk Management 190

FineReport

JUNE 7, 2023

What Is A Project Management Dashboard? 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. This increased visibility improves transparency and enables timely decision-making.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 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. The Need For Documentation.

Risk Management 52

Risk Management Risk Data-driven Metrics 52

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

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

Risk Management 52

Risk Management Consulting Metrics Data Quality 52

Alation

OCTOBER 26, 2021

They need trusted data to drive reliable reporting, decision-making, and risk reduction. Consistent, reliable reporting can then drive more positive outcomes for the entire business, including improved compliance, risk reduction, and increased revenue. “We This is because accurate data is “table stakes” for finance teams.

Finance 52

Finance Data Transformation Enterprise Metrics 52

FineReport

FEBRUARY 17, 2021

Document all the resources: financial, personnel, and other resources required to reach project goals. Risk management. Here, project managers should summarize all predicted risks so that stakeholders can obtain a clear risk assessment and prepare plan B. Project Management Dashboard (by FineReport).

Reporting 98

Reporting Management Dashboards Risk 98

IBM Big Data Hub

JULY 27, 2023

EAM can help companies stay compliant by providing up-to-date documentation, tracking necessary inspections, ensuring that all equipment meets the required standards, and providing alerts for upcoming compliance-related activities. It can also significantly increase uptime and lifespan.

Cost-Benefit 60

Cost-Benefit IoT Internet of Things Enterprise 60

IBM Big Data Hub

AUGUST 28, 2023

These are two common methods for text representation: Bag-of-words (BoW): BoW represents text as a collection of unique words in a text document. Term frequency-inverse document frequency (TF-IDF): TF-IDF calculates the importance of each word in a document based on its frequency or rarity across the entire dataset.

Data mining 58

Data mining Machine Learning Deep Learning Marketing 58

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 Artificial Intelligence, CIO, Generative AI, IT Leadership, ROI and Metrics, Software Development We did side-by-side testing,” he says.

IT 128

IT Consulting Testing Cost-Benefit 128

CIO Business Intelligence

MARCH 9, 2023

Pricing models and metrics can also be complex, making it difficult to understand when additional costs might kick in, Alexander says. Deals done by IT departments alone provide leading-edge technology but often at high cost and legal risk. “There are an increasing range of technologies and providers. Here are their top 10 tips.

Cost-Benefit 113

Cost-Benefit Risk Uncertainty Technology 113

IBM Big Data Hub

FEBRUARY 8, 2024

” European Parliament News The EU AI Act in brief The primary focus of the EU AI Act is to strengthen regulatory compliance in the areas of risk management, data protection, quality management systems, transparency, human oversight, accuracy, robustness and cyber security.

Risk Management 80

Risk Management Risk Metrics Machine Learning 80

John Wheeler

NOVEMBER 25, 2020

Integrated risk management (IRM) technology is uniquely suited to address the myriad of risks arising from the current crisis and future COVID-19 recovery. Re-starting business operations will require risk visibility not only across the organization but vertically down through the organization as well. Key Findings.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

IBM Big Data Hub

APRIL 4, 2024

Document-centric BPM is for efficiently managing documents and content—such as contracts—within processes. By connecting workflow management, centralizing data management , and fostering collaboration and communication, BPM enables organizations to remain competitive by providing access to accurate and timely data.

Management 60

Management Cost-Benefit Metrics Consulting 60

DataRobot Blog

JULY 21, 2022

Data scientists need to understand the business problem and the project scope to assess feasibility, set expectations, define metrics, and design project blueprints. Outline clear metrics to measure success. Document assumptions and risks to develop a risk management strategy. Define project scope.

Machine Learning 98

Machine Learning Metrics Modeling Testing 98

CIO Business Intelligence

MARCH 5, 2024

CIOs must also partner with CISOs, legal, human resources, and business leaders to build awareness of policies and develop a generative AI risk management strategy. Today, top AI-assistant capabilities delivering results include generating code, test cases, and documentation. So, what delivers on the productivity promise today?

Cost-Benefit 122

Cost-Benefit Advertising Experimentation Software 122

Corinium

APRIL 25, 2019

For example, P&C insurance strives to understand its customers and households better through data, to provide better customer service and anticipate insurance needs, as well as accurately measure risks. Life insurance needs accurate data on consumer health, age and other metrics of risk. Now, there is a data risk here.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

IBM Big Data Hub

JULY 28, 2023

Every vulnerability is a risk for organizations. In response, enterprises have made vulnerability management a key component of their cyber risk management strategies. The vulnerability management lifecycle offers a formal model for effective vulnerability management programs in an ever-changing cyberthreat landscape.

Management 69

Management Metrics Risk Measurement 69

IBM Big Data Hub

FEBRUARY 22, 2024

Defense leaders focused on operationalizing the responsible curation of AI must first agree upon a shared vocabulary—a common culture that guides safe, responsible use of AI—before they implement technological solutions and guardrails that mitigate risk. Designate accountable people to mitigate these risks.

Metadata 102

Metadata Measurement Risk Modeling 102

Octopai

APRIL 8, 2020

While there are many factors that led to this event, one critical dynamic was the inadequacy of the data architectures supporting banks and their risk management systems. Inaccurate Data Management Leads to Financial Collapse. Inaccurate Data Management Leads to Financial Collapse. Download the Whitepaper.

Finance 52

Finance Cost-Benefit Metadata Data Architecture 52

IBM Big Data Hub

APRIL 21, 2023

CSRD values sustainability metrics alongside environmental performance, paying particular attention to the “S” in ESG, such as employee health, human rights, bribery, anti-corruption and diversity. Companies that are already subject to the NFRD will need to report on 2024 data (reporting year 2025). Why was CSRD introduced?

Reporting 44

Reporting Metrics Risk Strategy 44

Smart Data Collective

FEBRUARY 20, 2022

Different DAM providers use different approaches to defining the key metrics that influence the cost of an off-the-shelf solution. During this process, you need to analyze your data assets, categorize and prioritize them, conduct a risk assessment, and establish appropriate monitoring and response techniques.

Behavioral Analytics 114

Behavioral Analytics Risk Machine Learning Interactive 114

O'Reilly on Data

OCTOBER 18, 2022

When we use AI in security applications, the risks become even more direct. As AI technologies are adopted more broadly in security and other high-risk applications, we’ll all need to know more about AI audit and risk management. Data can be wrong. Predictions can be wrong. System designs can be wrong.

Risk Management 291

Risk Management Risk Testing Measurement 291

DataRobot Blog

DECEMBER 20, 2022

The use of artificial intelligence (AI) in the investment sector is proving to be a significant disruptor, catalyzing the connection between the different players and delivering a more vivid picture of the future risk and opportunities across all different market segments. Real estate investments are not an exception.

Management 59

Management Machine Learning Optimization Modeling 59

Grooper

OCTOBER 23, 2019

Can you see how information management will transform data into a legitimate asset that fuels enterprise-wide goals? For example, business growth, profits, cost and performance optimization, efficiency, compliance, and risk management. What metrics and goals do you have for information management? They are: Vision.

Metrics 59

Metrics Measurement Strategy Optimization 59

datapine

AUGUST 29, 2022

And with that understanding, you’ll be able to tap into the potential of data analysis to create strategic advantages, exploit your metrics to shape them into stunning business dashboards , and identify new opportunities or at least participate in the process. Product/market fit is THE most important factor to get right.

Big Data 263

Big Data Data Analytics Analytics Data mining 263

datapine

FEBRUARY 22, 2022

Improved risk management: Another great benefit from implementing a strategy for BI is risk management. They can govern the implementation with a documented business case and be responsible for changes in scope. On the flip side, document everything that isn’t working. CFOs and CMOs are good fits.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

DataRobot Blog

MARCH 7, 2023

With built-in guardrails and automated model documentation for compliance, have the confidence you need to make business decisions quickly. With built-in compliance documentation and automated governance, the DataRobot AI Platform lets regulated industries scale AI with unprecedented speed and confidence.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

AWS Big Data

AUGUST 14, 2023

At the same time, unstructured approaches to data mesh management that don’t have a vision for what types of products should exist and how to ensure they are developed are at high risk of creating the same effect through simple neglect. How do we define “risk” and “value” in the context of data products, and how can we measure this?

Management 77

Management Risk Measurement Optimization 77

Jet Global

NOVEMBER 15, 2021

A Tax Key Performance Indicator (KPI) or metric is a clearly defined quantifiable measure that an organization, or business, uses to measure the success of its Tax Function over time. Since every organization has its own manner of operation, the KPIs or metrics used for tax will vary from one organization to another.

Metrics 52

Metrics Reporting KPI Risk Management 52

Jet Global

NOVEMBER 16, 2022

A board report is a document presented to the governing body of a company to help keep the board members up-to-speed on what’s going on within the corporation. A board report is one that combines and summarizes all the committee reports, as well as the report of the executive director, into one document. risk and compliance management.

Reporting 94

Reporting Software Key Performance Indicator Dashboards 94

Jet Global

MARCH 2, 2022

For one, companies that place an emphasis on their environmental and social impacts and responsibilities, have been shown to be more resilient and that they’re able to manage their risks better during a crisis. The SFDR aims to give more transparency about sustainability and provide a common set of rules on sustainability risks.

Reporting 59

Reporting Risk Recreation/Entertainment Insurance 59

Jet Global

APRIL 25, 2024

Thanks to automation, it is entirely possible to work as an accountant for your entire career without ever manually performing a reconciliation or monitoring relevant metrics during a financial close. Reconciliation is also crucial for effective cash management.

Reporting 52

Reporting Finance Management Software 52