Unearthing The Gold: The Art And Science Of Discovering Use Cases In Legal Tech

It isn't merely about adopting new tools; it's about uncovering the precise ways these tools can transform the legal profession for the better.

Gold barsIn the ever-evolving legal technology landscape, the journey to innovation is both exhilarating and daunting. Central to this journey is the discovery of use cases, a process that melds the art of understanding human needs with the science of applying technology. This crucial step is not merely about adopting new tools; it’s about uncovering the precise ways these tools can transform the legal profession for the better. It’s about finding the gold in a vast landscape of possibilities.

The Dual Pathways To Discovery

Uncovering use cases in legal tech follows two main pathways: serendipitous discovery and deliberate design. Each pathway has its merits, challenges, and strategies for success.

Serendipitous Discovery: Embracing The Unexpected

Serendipity plays a fascinating role in the evolution of legal tech. It represents the unexpected discoveries that occur when legal professionals interact with technology in unanticipated ways. These moments of serendipity can lead to innovative applications of technology not initially envisaged by developers.

  • Cultivate An Environment For Exploration: Encouraging legal professionals to explore and experiment with technology can spark serendipitous discoveries. This requires creating a culture that values innovation and allows trial and error.
  • Observation And Feedback: Collecting feedback and observing how legal professionals use technology daily can highlight unexpected use cases. These insights can guide the refinement and development of legal tech tools.

Deliberate Design: Crafting With Purpose

While serendipity relies on chance, deliberate design is a structured approach to identifying use cases. It involves systematically examining legal workflows, pain points, and opportunities for improvement.

  • Collaborative Workshops: Involving legal professionals, technologists, and clients for ideation sessions can unearth specific needs and innovative solutions. These workshops facilitate a deep dive into the challenges and opportunities within legal processes.
  • Needs Analysis And Process Mapping: Analyzing existing workflows and identifying inefficiencies or areas for enhancement can reveal potential use cases. This methodical approach ensures that technology addresses real and significant needs.

The Interplay Of Art And Science

The discovery of use cases in legal tech is an interplay between the art of understanding human behavior and the science of technological application. It requires a nuanced appreciation of the legal profession’s complexities and a solid grasp of technology’s capabilities.

Leveraging Data And Analytics

Data and analytics play a crucial role in serendipitous discovery and deliberate design. Legal tech developers can gain insights into effective and potentially transformative use cases by analyzing usage patterns, performance metrics, and user feedback.

User-Centric Design Thinking

At the core of discovering use cases is the principle of user-centric design. This approach focuses on empathizing with the end-users — legal professionals and their clients — to ensure that technology solutions are accessible, intuitive, and impactful.

Navigating The Challenges

Despite the potential for innovation, the discovery of use cases has challenges. These include overcoming resistance to change, bridging the gap between legal professionals and technologists, and ensuring that discovered use cases align with ethical standards and regulatory compliance.

A Continuous Journey

The discovery of use cases in legal tech is a continuous journey, not a destination. As the legal profession evolves and new technologies emerge, the landscape of potential use cases will also change. Staying agile, keeping the lines of communication open, and fostering a culture of innovation are crucial to navigating this ever-changing terrain.

The Path Forward

In the quest to harness the power of legal technology, the discovery of use cases is a critical milestone. It represents the convergence of possibility and practicality, where the potential of technology meets the real-world needs of the legal profession. By embracing serendipitous discovery and deliberate design, we can uncover not just any use cases. Still, the correct use cases drive meaningful change, enhance the practice of law, and ultimately serve the cause of justice more effectively.


Olga MackOlga V. Mack is a Fellow at CodeX, The Stanford Center for Legal Informatics, and a Generative AI Editor at law.MIT. Olga embraces legal innovation and had dedicated her career to improving and shaping the future of law. She is convinced that the legal profession will emerge even stronger, more resilient, and more inclusive than before by embracing technology. Olga is also an award-winning general counsel, operations professional, startup advisor, public speaker, adjunct professor, and entrepreneur. She authored Get on Board: Earning Your Ticket to a Corporate Board SeatFundamentals of Smart Contract Security, and  Blockchain Value: Transforming Business Models, Society, and Communities. She is working on three books: Visual IQ for Lawyers (ABA 2024), The Rise of Product Lawyers: An Analytical Framework to Systematically Advise Your Clients Throughout the Product Lifecycle (Globe Law and Business 2024), and Legal Operations in the Age of AI and Data (Globe Law and Business 2024). You can follow Olga on LinkedIn and Twitter @olgavmack.

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