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Embracing Legal Automation: Best Practices for Modern In-House Teams

This article discusses the importance of legal automation for in-house teams, offering best practices, actionable strategies, and how to scale operations effectively using AI platforms like Sandstone.

Jarryd Strydom

August 13, 2025

Embracing Legal Automation: Best Practices for Modern In-House Teams

In today's fast-paced business landscape, legal departments face increasing pressure to deliver value while managing complex workflows and regulatory requirements. Surprisingly, 70% of in-house counsels report that they are not maximizing their technology investments. This disconnect reveals a golden opportunity for legal teams willing to embrace automation.

Automation is not merely about replacing human effort; it’s about enhancing the effectiveness and efficiency of legal operations. With platforms like Sandstone, in-house legal teams can streamline workflows, eliminate redundancies, and achieve scalable solutions that ensure their day-to-day operations run smoothly.

Why Legal Automation is Crucial

The Need for Efficiency

As legal teams grow, so do their tasks — from contract management to compliance checks. Automation tools can help manage these tasks more effectively, reducing the average time spent on repetitive operations from hours to minutes. For example, a contract review process that traditionally took days can be shortened significantly through automated templates and AI-driven analysis. The result? More time for strategizing and less time on menial tasks.

Enhanced Accuracy

Automation minimizes human errors, which are common in the legal field. When contracts and documents are reviewed manually, oversight can lead to costly repercussions. By employing AI technologies to scan for inconsistencies and mistakes, legal teams can rest assured knowing that their documents meet precise standards. This accuracy not only protects the company but also builds trust internally and externally.

Best Practices for Implementing Legal Automation

Start Small and Scale Gradually

Implementing an automation strategy company-wide might seem daunting, but starting small allows teams to gradually adapt and learn. Begin by automating simpler processes such as document generation or basic compliance checks. Assess the outcomes and scale up to more complex workflows as comfort grows within the team. This progressive approach minimizes resistance and maximizes acceptance.

Collaborate with Stakeholders

Engaging both legal and non-legal stakeholders during the automation process is essential for gaining valuable insights and ensuring long-term success. Different departments may have unique requirements that need to be addressed, so involving representatives from finance, compliance, and other relevant teams can lead to more effective automation solutions that benefit the entire organization.

Measure Success with KPIs

To truly capitalize on the benefits of automation, legal teams should establish clear key performance indicators (KPIs) to measure the effectiveness of their strategies. Metrics like turnaround time for contracts, error rates in legal documents, or employee satisfaction can provide a clearer view of automation's impact. Regularly reviewing these metrics allows teams to refine their approach and maximize efficiency continuously.

Actionable Takeaway: Identify a Task to Automate

As teams consider their workflow, take a close look at repetitive tasks ripe for automation. For instance, if your team spends considerable time on contracts, start by automating contract creation using AI agents on platforms like Sandstone. This not only speeds up the process but also standardizes the output. Mapping out each task — from initial drafting to final approval — can pinpoint where automation will have the greatest impact, thereby freeing up valuable resources.

The Road Forward: Building Scalable Legal Operations

In-house legal operations can significantly benefit from adopting automation as a core element of their strategy. With structured processes, enhanced accuracy, and reduced workloads, legal teams can shift their focus toward strategic initiatives rather than routine tasks. The key is to start small, engage stakeholders, set measurable KPIs, and continuously iterate on your automation strategy.

Ultimately, embracing legal automation means building the foundation of modern legal work. With layered data, crafted precision, and natural integration, platforms like Sandstone serve as the bedrock upon which in-house legal teams can create scalable, streamlined operations that keep pace with the demands of the industry. The future of legal work is here — and it's automated.

About Jarryd Strydom

Jarryd Strydom is a contributor to the Sandstone blog.