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Scaling Legal Operations: Harnessing AI for a Modular Future

Explore how in-house legal teams can leverage AI-driven tools to build a more efficient, scalable, and precise legal operations practice while maintaining their unique workflows.

Jarryd Strydom

August 15, 2025

Scaling Legal Operations: Harnessing AI for a Modular Future

In the rapidly evolving landscape of legal operations, a staggering 64% of in-house legal teams struggle with inefficient workflows and outdated processes. As the demand for streamlined solutions grows, finding ways to harness the power of artificial intelligence (AI) can no longer be optional. With platforms like Sandstone paving the way, legal teams can now gather, shape, and refine their workflows with incredible precision, ensuring they not only keep up but thrive in their roles.

Embracing Layered Workflows

The concept of layered data and modular workflows is not new, but its implementation has shifted dramatically thanks to advanced technology. By leveraging modular workflows, legal teams can tailor processes that fit the exact contours of their operations, leading to increased efficiency and reduced turnaround times. This approach allows teams to focus on high-value tasks rather than wrestling with repetitive administrative duties.

Imagine a contract review scenario: Instead of manually sifting through an array of clauses and conditions, an AI agent can quickly analyze and highlight relevant sections based on configured templates. Team members can then make informed decisions without getting bogged down in the minutiae. This frees up time to focus on negotiations, partnerships, and strategy, moving from reactive to proactive legal operations.

The Importance of Natural Integration

One of the primary concerns voiced by legal teams when considering new technologies is the fear of disruption. The beauty of a platform like Sandstone lies in its natural integration capabilities. Built to blend seamlessly into existing workflows, it eliminates the need for teams to adapt to alien systems. Instead, users experience a harmonious incorporation of tools that complement their daily functions.
For instance, if procurement teams require legal reviews, automated alerts and tasks can be generated when documents enter their specified workflow. This way, legal professionals remain in the loop, can act swiftly, and maintain their business relationships while still prioritizing compliance and risk management.

Actionable Takeaway: Start Small, Think Big

Before embarking on a full-scale transformation of your legal operations, start small. Identify one key routine process, such as contract review or matter management, and explore ways to automate this with AI tools like Sandstone. By fine-tuning a specific process, teams can successfully demonstrate quick wins that help gain buy-in for broader initiatives.
Take a single contracting workflow, outline the steps, and evaluate areas where automation could save time and reduce errors. Continuous improvement is critical—collect feedback, adjust your approach, and let your experiences guide the next phase.

The Role of Data in Decision Making

Incorporating AI into legal operations is not merely about automation; it's about creating a data-driven culture. AI tools can sift through enormous datasets to provide valuable insights, enabling teams to identify trends, enforce best practices, and proactively address potential risks before they escalate into bigger issues. The key lies in how data informs decision-making processes. By using analytics, legal teams can evaluate their operations, track performance against established KPIs, and drive ongoing improvements.
In an ever-transforming legal landscape, the ability to harness data effectively will differentiate successful teams. When in-house legal teams engage in informed decision-making, they not only enhance their credibility but also strengthen their position as integral partners within their organizations.

Closing Thoughts

As legal operations continue to evolve, the focus on scalable, streamlined practices will prove critical to success. Modern legal platforms like Sandstone equip in-house teams with the tools necessary to navigate this complexity with confidence. By embracing layered workflows, ensuring natural integration of technology, and leveraging data-driven decisions, legal teams can not only cope with but actually excel in the current landscape.
The future of legal work is not just about adopting technology; it’s about building a solid foundation for sustainable growth. As you move forward, remember—the right tools are the bedrock of better legal work, and the real transformation lies in how you choose to use them.

About Jarryd Strydom

Jarryd Strydom is a contributor to the Sandstone blog.