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How Legal Operations Can Transform in-House Teams with AI Automation

Discover how legal operations leaders can leverage AI to enhance workflow efficiency and drive measurable results in their legal departments.

Jarryd Strydom

August 24, 2025
Transforming In-House Legal Teams
Transforming In-House Legal Teams
How Legal Operations Can Transform in-House Teams with AI Automation
In a rapidly changing legal landscape, in-house legal teams are increasingly tasked with doing more with less. Did you know that 76% of in-house legal teams report that they have insufficient tools and resources to effectively meet their goals? This stark statistic highlights not only the challenges that legal teams face but also the enormous opportunity for transformation—specifically, through the use of AI and automation.

The Growing Need for Legal Operations

Legal operations is not just a buzzword; it's a necessity in today’s corporate environment. Legal departments are often resource-constrained while needing to deliver high-quality services efficiently.
Here are some common challenges legal teams encounter:
  • Volume of Work: Increasing demands from internal stakeholders.
  • Complexity of Tasks: Navigating diverse legal regulations and compliance requirements.
  • Limited Budget: Strictures on hiring additional personnel or using expensive tools.
Amid these challenges, legal ops leaders have a crucial opportunity to implement strategic changes that can vastly improve operational effectiveness. Automation is the game changer—in-house teams can streamline processes, gather insights, and operate more efficiently by implementing AI-enabled tools like Sandstone.

The Role of AI in Legal Operations

AI is not just a trend; it’s a powerful tool that supports in-house teams in various workflows:
  • Document Management: Automating repetitive tasks related to document creation, storage, and retrieval.
  • Contract Lifecycle Management: Streamlining the contract lifecycle from drafting to renewal through automated alerts and easy integration.
  • Data Analysis: Harnessing AI to analyze case files and operational data to inform strategic decision-making.
Consider a typical task in contract review—the manual process is often time-consuming and prone to error. By utilizing an AI platform integrated within Sandstone, legal teams can create templates that automate repetitive sections and deploy intelligent algorithms that highlight crucial clauses or areas needing special attention. This not only saves time but also reduces risks associated with human oversight.

Measuring Success with KPIs

Just introducing AI isn't enough; legal ops leaders must leverage key performance indicators (KPIs) to track success. Here are a few essential KPIs to consider:
  • Efficiency Gains: Measure time saved on routine tasks post-implementation of AI solutions.
  • Error Reduction: Compare error rates in document management before and after the introduction of automation.
  • Stakeholder Satisfaction: Conduct surveys to determine if internal clients perceive an improvement in speed and quality of legal services.
Implementing these KPIs allows legal teams to fine-tune their operations over time, ensuring that AI-driven solutions genuinely meet their evolving needs. Establishing regular review cycles to assess these metrics can yield precious insights into how workflows can continue to improve.

An Actionable Next Step: Start Small

If your legal team has been cautious about integrating AI, start in small areas. Identify a workflow that struggles the most under current constraints. For instance, if contract approval timelines are unnecessarily long, use Sandstone’s modular workflows to automate notifications and approvals where possible. This targeted approach will allow you to see immediate improvements with minimal investment of time and resources.

Conclusion: Building the Future of Legal Operations

The power of legal operations lies in its ability to foster scalable and streamlined workflows. By embracing AI and defining clear KPIs, in-house legal teams can transform their operations from reactive to proactive, setting themselves up for long-term success.
The legal industry is evolving; don’t let your team be left behind. Embrace the bedrock of better legal work with tools that support your unique processes, ensuring you always deliver the highest level of service to your stakeholders.
Read more to discover how AI collaboration can benefit your legal operations.

About Jarryd Strydom

Jarryd Strydom is a contributor to the Sandstone blog.