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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?

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Top 15 Portfolio Management Tools for Your Business in 2025

Epicflow

Facilitates better decision-making by identifying projects that align with business strategy. It facilitates better decision-making by presenting a comprehensive overview of the entire multi-project environment. is a feature-rich PPM tool designed to help organizations drive strategy, manage projects, and deliver impactful outcomes.

Tools 130
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Top 15 PMO tools for your business in 2025

Epicflow

It helps standardize project management practices, ensure alignment with organizational strategy, and provide oversight to deliver projects successfully. By identifying risks, tracking KPIs, and forecasting project outcomes, businesses can adapt their strategies to achieve better results.

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

Epicflow

Facilitates better decision-making by identifying projects that align with business strategy. It facilitates better decision-making by presenting a comprehensive overview of the entire multi-project environment. is a feature-rich PPM tool designed to help organizations drive strategy, manage projects, and deliver impactful outcomes.

Tools 130
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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. AI algorithms rely on having access to large high-quality data sets for accurate analysis and decision-making.

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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. The results suggest that COMPAS has learned implicit racial biases, causing it to be less accurate than the novice human predictors.

Training 127
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Top 15 PMO tools for your business in 2025

Epicflow

It helps standardize project management practices, ensure alignment with organizational strategy, and provide oversight to deliver projects successfully. By identifying risks, tracking KPIs, and forecasting project outcomes, businesses can adapt their strategies to achieve better results.

Tools 130