GenAI for Legal Risk Mitigation: Proactive Case Analysis

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GenAI for Legal Risk Mitigation: Proactive Case Analysis

Instructors: Paweł Mielniczek

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1 module

Gain insight into a topic and learn the fundamentals.

Advanced level

Recommended experience

4 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Advanced level

Recommended experience

4 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Apply complex prompts on legal risk mitigation to extract subtle, practical insights from GenAI models.
Design adaptive GenAI compliance solutions for changing regulatory environments.
Develop internal guidelines for GenAI adoption in legal practice, addressing data privacy, algorithmic bias, and ethical considerations.
Integrate GenAI tools to automate legal risk mitigation and enhance predictive analytics for proactive decision-making.

Skills you'll gain

Tools you'll learn

Details to know

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Assessments

1 assignment

Taught in English

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There is 1 module in this course

In this course, you’ll learn how to leverage GenAI for proactive legal risk mitigation, transforming compliance from a reactive process into a strategic advantage. You’ll explore GenAI-driven techniques to identify, evaluate, and resolve legal risks in real time. Through engaging lessons and hands-on practice, you’ll master the art of crafting complex prompts for legal analysis, design adaptive risk mitigation frameworks, and implement GenAI for compliance automation.

This course is tailored for a diverse group of professionals at the intersection of law and technology. It caters to legal practitioners—including lawyers, compliance officers, and in-house counsels—who are looking to deepen their use of GenAI for sophisticated legal risk mitigation. Business leaders and executives interested in embedding AI strategies into their risk management frameworks will also find value, as will regulatory and compliance specialists focused on leveraging AI to enhance compliance systems. Additionally, legal tech developers exploring the next generation of GenAI applications and law students seeking a competitive edge in a transforming legal landscape are ideal participants. Participants should possess a foundational understanding of generative AI concepts and basic legal risk management strategies. Familiarity with how AI technologies can be used to identify, assess, and manage legal risks is strongly recommended to grasp the advanced concepts presented in this course. This background will enable learners to engage effectively with complex topics such as prompt engineering, regulatory adaptation, and AI-driven legal analysis. By the end of the course, learners will be equipped to craft nuanced GenAI prompts that yield actionable insights in legal risk contexts. They will gain the skills to architect flexible GenAI-powered compliance systems that evolve alongside shifting regulatory demands. In addition, participants will be able to formulate robust internal policies that govern GenAI implementation, covering critical areas such as privacy, algorithmic fairness, and ethics. Lastly, they will learn to integrate advanced GenAI tools into legal workflows, enhancing automation and predictive analytics to support proactive, data-informed decision-making.

In this course, you’ll explore advanced applications of GenAI for proactive legal risk mitigation across industries. Through hands-on experience with prompt engineering and compliance automation tools, you’ll learn to identify, assess, and resolve legal risks in real time. You’ll also design adaptive risk frameworks, implement GenAI solutions for evolving regulations, and develop ethical guidelines to ensure responsible and strategic AI deployment in legal practice.

What's included

11 videos4 readings1 assignment4 peer reviews2 discussion prompts

11 videos Total 93 minutes

Overview of GenAI in Legal Risk Mitigation 2 minutes
Crafting Complex Prompts for Legal Risk Mitigation 11 minutes
Analyzing GenAI Outputs for Accuracy and Context 11 minutes
Reducing Legal Risks through Output Refinement 11 minutes
Automating Compliance Monitoring with GenAI 10 minutes
GenAI-Driven Adaptive Risk Mitigation Frameworks 10 minutes
Integrating GenAI in Automated Risk Reduction 10 minutes
Real‑Time Mitigation of Emerging Legal Threats 11 minutes
Leveraging Predictive Analytics for Strategic Risk Reduction 8 minutes
Building a Continuous Risk Mitigation Dashboard 8 minutes
Congratulations and Continuous Learning Journey 2 minutes

4 readings Total 20 minutes

Welcome to the Course: Course Overview 5 minutes
Getting the Best of GenAI: How to use Prompt Engineering 5 minutes
How Microsoft Streamlined Regulatory Compliance with GenAI 5 minutes
5 Legal Tech Tools Generative AI Can Enhance in 2025 5 minutes

1 assignment Total 20 minutes

GenAI for Legal Risk Mitigation: Proactive Case Analysis 20 minutes

4 peer reviews Total 105 minutes

Hands-On-Learning: Design a GenAI Prompt to Help Reduce Risks 15 minutes
Hands-On-Learning: Develop a GenAI‑Driven Compliance Strategy 15 minutes
Hands-On-Learning: Implementing a GenAI‑Based Risk Decision Matrix 15 minutes
Project: Design a GenAI‑Powered Legal Risk Mitigation Solution 60 minutes

2 discussion prompts Total 10 minutes

Using GenAI Prompts in Everyday Legal Tasks 5 minutes
Safeguarding Client Data in AI-Powered Compliance Tools 5 minutes

Instructors

Paweł Mielniczek

Coursera

19 Courses 27,432 learners

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