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 remediation strategies come in.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

DataRobot Blog

JUNE 27, 2022

Given the numerous variables that may change, how does the financial institution develop a robust monitoring strategy, and apply them in the context of ML models? Monitoring Model Metrics. 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

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

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

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

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. Do your homework “Consider benchmarks, market norms, and strategy before entering the room for a negotiation,” advises Amy Fong, partner in the sourcing and vendor management group at Everest Group.

Cost-Benefit 115

Cost-Benefit Risk Uncertainty Technology 115

IBM Big Data Hub

JULY 27, 2023

How EAM can help oil and gas companies Enterprise asset management (EAM) can help companies more easily manage a complex array of assets, from drilling rigs and pipelines to refineries and storage facilities. This not only helps businesses avoid regulatory penalties, but it also creates safer operations and improves public perception.

Cost-Benefit 59

Cost-Benefit IoT Internet of Things Enterprise 59

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. Generative AI, IT Strategy

Cost-Benefit 124

Cost-Benefit Advertising Experimentation Software 124

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

IBM Big Data Hub

APRIL 4, 2024

Document-centric BPM is for efficiently managing documents and content—such as contracts—within processes. Business process management examples BPM can help improve overall business operations by optimizing various business processes. This ensures that strategic decisions are based on reliable insights.

Management 59

Management Cost-Benefit Metrics Consulting 59

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

Corinium

APRIL 25, 2019

I am head of Products here, which comprises of R&D, Product Management and Global Customer support. Most of my days focus on understanding what’s happening in the market, defining overall product strategy and direction, and translating into execution across the various teams. And then there is the Cloud.

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 44

Reporting Metrics Risk Strategy 44

Grooper

OCTOBER 23, 2019

Can you see how information management will transform data into a legitimate asset that fuels enterprise-wide goals? Leadership is championing information management best practices, and we’re leveraging data for enhanced analytics and fueling innovation. Articulating strategy in terms of business outcome is key. Governance.

Metrics 59

Metrics Measurement Strategy Optimization 59

datapine

FEBRUARY 22, 2022

1) What Is A Business Intelligence Strategy? 2) BI Strategy Benefits. 4) How To Create A Business Intelligence Strategy. Whether you are starting from scratch, moving past spreadsheets, or looking to migrate to a new platform: you need a business intelligence strategy and roadmap in place. Table of Contents.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

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

DataRobot Blog

DECEMBER 20, 2022

For example, just to name the business of asset managers is generally dependent on these (but not limited to) four fundamentals : Accurately estimating the current asset’s price and rent. Automating and optimizing their investment strategy. This also would help them to automate their investment and development strategy.

Management 59

Management Machine Learning Optimization Modeling 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. By and large, you need to build an entire data protection strategy. In addition, well-known products boast a lot of implementations and use cases that are comprehensively reflected in the documentation.

Behavioral Analytics 118

Behavioral Analytics Risk Machine Learning Interactive 118

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. Strategies for measuring value and prioritizing data products are explored later in this post.

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 survey done by McKinsey found that just 22% of boards in the US truly comprehend their company’s strategies. 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. management satisfaction. Compliance Risk 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. As such, they will have to include this information on their websites as well as all their fund documentation.

Reporting 59

Reporting Risk Recreation/Entertainment Insurance 59