DataRobot

JANUARY 18, 2022

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. But when there is material risk, it helps to list, then consciously investigate these risks. The Need For Documentation. Describing an AI System.

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

DataRobot Blog

JUNE 27, 2022

Monitoring Model Metrics. With this data in hand, we are able to measure both the data drift and model performance, both of which are essential metrics in measuring the health of the deployed model. The accuracy of a model is another essential metric that informs us about its health in a deployed setting.

Risk 59

Risk Modeling Metrics Measurement 59

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8]. That’s where model debugging comes in.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

Alation

OCTOBER 26, 2021

They enjoy improved governance, which follows from documenting ownership of business terms and formulas. And, by implementing continuous data reviews, finance teams better support compliance and risk management. Analyst productivity: With Alation, finance teams gain an end-to-end data management perspective.

Finance 52

Finance Data Transformation Enterprise Metrics 52

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

FineReport

JUNE 7, 2023

In the subsequent sections, we elucidate the key benefits in detail: Enhanced Project Visibility: Project management dashboards provide a centralized and real-time view of project data, allowing stakeholders to easily monitor and track project progress, tasks, and milestones. This includes financial, personnel, and other necessary resources.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

Alation

AUGUST 17, 2022

Constellation Analyst Dion Hinchcliffe suggests that functions should be loosely integrated into the following streams: Governance, risk, compliance. Enterprise risk management. Data management. Risk, however, is a different challenge. While risk may be defined, it might not be well addressed.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

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

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

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

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. Build a holistic service delivery view and consider factors beyond cost such as performance, efficiency, and risk management,” Fong says. The group of stakeholders keeps growing.”

Cost-Benefit 116

Cost-Benefit Risk Uncertainty Technology 116

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 81

Risk Management Risk Metrics Machine Learning 81

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. Provide a full view of business operations by delivering forward-looking measures of related risk to help customers successfully navigate the COVID-19 recovery.

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 124

Cost-Benefit Advertising Experimentation Software 124

IBM Big Data Hub

JULY 28, 2023

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 68

Management Metrics Risk Measurement 68

IBM Big Data Hub

FEBRUARY 22, 2024

The method merges best practices in data science, project management, design frameworks and AI governance. Teams can easily see and understand the requirements at each stage of the lifecycle, including documentation, who they need to talk to or collaborate with, and next steps. Provide content grounding for AI models.

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. It required banks to maintain data architecture supporting risk aggregation at all times.

Finance 52

Finance Cost-Benefit Metadata Data Architecture 52

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.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

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).

Reporting 45

Reporting Metrics Risk Strategy 45

O'Reilly on Data

OCTOBER 18, 2022

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. applies external authoritative standards from laws, regulations, and AI risk management frameworks. The answer is simple—bad things and legal liabilities.

Risk Management 291

Risk Management Risk Testing Measurement 291

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

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. In addition, well-known products boast a lot of implementations and use cases that are comprehensively reflected in the documentation. Stopping insiders in their tracks.

Behavioral Analytics 115

Behavioral Analytics Risk Machine Learning Interactive 115

DataRobot Blog

DECEMBER 20, 2022

By using this model, all accuracy metrics would also comply with national valuation regulations —as defined by the Bank of Spain. For example, the model produced a RMSLE (Root Mean Squared Logarithmic Error) Cross Validation of 0.0825 and a MAPE (Mean Absolute Percentage Error) Cross Validation of 6.215.

Management 59

Management Machine Learning Optimization Modeling 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

Earlier in their lifecycle, data products may be measured by alternative metrics, including adoption (number of consumers) and level of activity (releases, interaction with consumers, and so on). Monitoring and Event Management X X. The following diagram illustrates how value and risk of a data product are driven by its consumers.

Management 75

Management Risk Measurement Optimization 75

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. management satisfaction.

Reporting 94

Reporting Software Key Performance Indicator Dashboards 94

Jet Global

MARCH 2, 2022

In terms of the regulation, asset management, pension funds, and insurers must disclose how they take ESG issues into account in their investment decisions. As such, they will have to include this information on their websites as well as all their fund documentation. Corporate Sustainability Reporting Directive (CSRD).

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. With the rise of financial reporting software , many finance professionals rely on automated reconciliation for this vital process.

Reporting 52

Reporting Finance Management Software 52