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Managing Risks and Controlling Projects: How Data-Driven Project Management Come in Useful for Multi-Project Environments

Epicflow

Risk Analysis: Essential Components A risk is an event or circumstance with either a positive or negative effect on a project. Risk Analysis: Essential Components A risk is an event or circumstance with either a positive or negative effect on a project. So, what do you need for an efficient risk analysis?

Data 130
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Top 15 PMO tools for your business in 2025

Epicflow

Epicflow as a JOSCAR-certified and British MOD pen-tested PMO tool is trusted by companies across various industries, including aerospace and defense, automotive, telecommunications, software development, healthcare, and government institutions. The platform also offers a range of templates to help users get started quickly and efficiently.

Tools 130
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Top 15 Portfolio Management Tools for Your Business in 2025

Epicflow

It facilitates better decision-making by presenting a comprehensive overview of the entire multi-project environment. Developed by Microsoft, this tool provides a comprehensive suite of features that enable businesses to align their projects with strategic goals, manage resources effectively, and ensure the timely delivery of initiatives.

Tools 130
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Top 15 Portfolio Management Tools for Your Business in 2025

Epicflow

It facilitates better decision-making by presenting a comprehensive overview of the entire multi-project environment. Developed by Microsoft, this tool provides a comprehensive suite of features that enable businesses to align their projects with strategic goals, manage resources effectively, and ensure the timely delivery of initiatives.

Tools 130
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Make “Fairness by Design” Part of Machine Learning

Harvard Business

More recently, a study compared the commonly used crime risk analysis tool COMPAS against recidivism predictions from 400 untrained workers recruited via Amazon Mechanical Turk. With careful consideration, it can allow us to develop high-performing models that are accurate and conscionable.

Data 122
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AI-Powered Clean Tech: Transforming Business Operations

Tom Spencer

Consulting firms can also develop a roadmap to outline the steps required for successful integration, including technology acquisition, data collection and analysis, and training of personnel. Consultants can help develop risk mitigation strategies, including robust security measures, privacy protocols, and transparent algorithms.

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Hourly Workers Need Flexibility the Most, But Are Often the Least Likely to Get It

Harvard Business

We also noted whether workers at the lower, middle, or higher ends of the firm were present in the same research. For example, Northern Trust recently conducted a risk analysis and allowed many employees to become mobile workers if they agreed to work in the office at least one day a week and to work at home one day a week.