June 15, 2026


Navigating the Future of Legal Ops: The Case for Buildable AI Tools

In an era where every legal tech vendor flaunts their latest AI module, discerning which tools will truly evolve with your legal department's needs is more crucial than ever. The flashy demos might capture attention initially, but the real value lies in a tool's adaptability over time. With the legal landscape rapidly changing, the ability for tools to not only serve current needs but also adapt to future demands is paramount.

Legal Operations teams are currently faced with a pivotal choice: selecting tools that provide not just out-of-the-box solutions but also the flexibility to develop custom functionalities as new challenges arise. This approach shifts from purchasing static software to investing in a dynamic platform that grows and evolves with your needs.

AI researcher Dr. Andrej Karpathy, speaking at Sequoia Capital’s AI Ascent event, emphasized the importance of designing infrastructure that caters to agents rather than humans. This perspective is increasingly relevant in legal tech, where the tools that allow for the creation and integration of bespoke agent logic on top of existing data are the ones that will provide long-term value.

Traditional vendor evaluation metrics such as user interface quality and feature set are still important, but they fall short of addressing the crucial aspect of future-proofing. A tool's development surface—the ability to build and integrate custom solutions—is what will differentiate a merely functional legal ops function from one that amplifies its capabilities over time.

For instance, consider the capabilities of open APIs, real-time external workflow triggers, and the ability to push back structured data into the system without manual intervention. These features enable legal departments to automate complex processes such as invoice review, compliance checks, and document management at machine speed—tasks that are essential for efficiency but cumbersome if handled manually.

However, choosing a tool with robust build capabilities is just the beginning. The true challenge lies in maintaining control over what is built and ensuring it aligns with the department’s strategic goals. As Karpathy noted, outsourcing execution is possible, but understanding must remain in-house to ensure that the solutions developed continue to meet the department's objectives even as external conditions change.

In conclusion, as the legal operations landscape continues to evolve, the tools that will prove most valuable are those that not only meet current needs but also offer the flexibility to adapt and expand their functionalities. By choosing platforms with open, agent-ready architectures and building internal capabilities to manage these tools effectively, legal departments can prepare themselves for not just current challenges but also those that the future holds. This strategic approach will ensure that legal operations are not just reactive but also proactive in leveraging technology to its fullest potential.