US Law Firms Shift AI Strategy from Novelty to Expectation

• Law firms have rapidly shifted their AI strategy from novelty to expectation in the past year.
• The key differentiator in using AI tools is no longer access to different models but rather context, harness, and operationalization.
• Trust in authoritative legal content and its integration into existing workflows are critical for ensuring accuracy and mitigating risk.
• Law firms should prioritize integrating trust and authoritative content into their existing AI workflows to stay ahead of the competition.

The model is just one layer of the cake. You need a full end product, multiple layers and the filling in between.

Law firms have rapidly shifted their AI strategy from novelty to expectation in the past year, with most adopting one or more AI tools for various use cases. According to Tony Muljadi, general manager of large law at LexisNexis, this transformation has been driven by the need to integrate AI into existing workflows and operationalize its capabilities. As a result, firms are now focusing on which AI tools to adopt more extensively and how to harness their potential in delivering client work.

The key differentiator in using these tools is no longer access to different models but rather the context, harness, and operationalization of AI within the firm. Muljadi emphasized that context refers to the documents, proprietary content, and knowledge that are fed into the AI system, while harness involves the engineering around the model to optimize output. Operationalization, on the other hand, is about enabling attorneys to use AI effectively, including making it easy to upload documents.

The convergence of AI capabilities has highlighted the importance of trust in authoritative legal content and its integration into existing workflows. Muljadi stressed that lawyers need confidence in the accuracy of their answers and the authority behind them, particularly in high-risk transactions where sanctions can be severe.

The rapid adoption of AI by law firms has significant implications for the legal sector as a whole. As Muljadi noted, the 80-20 rule does not apply in law, and lawyers must be confident in the accuracy of their answers to avoid sanctions and other risks. This requires a deep understanding of the context in which AI is being used, including the proprietary content and knowledge that are fed into the system.

The integration of trust and authoritative legal content into existing workflows is critical for ensuring accuracy and mitigating risk. Muljadi emphasized that this involves not just selecting models but also honing and tuning them to optimize output. This requires a genuine strategic technology partnership between law firms and their vendors, which can fuel success in the AI era.

The convergence of AI capabilities has created new opportunities for law firms to leverage trust and authoritative content in their AI workflows. By prioritizing integration and operationalization, firms can ensure accuracy and mitigate risk, particularly in high-stakes transactions.

The shift from novelty to expectation in AI adoption by law firms has significant implications for the competitive advantage in the legal sector. As Muljadi noted, a genuine strategic technology partnership can fuel success in the AI era, but this requires a deep understanding of the context in which AI is being used.

Law firms should prioritize integrating trust and authoritative content into their existing AI workflows to ensure accuracy and mitigate risk. This involves not just selecting models but also honing and tuning them to optimize output. By doing so, firms can leverage the full potential of AI capabilities and stay ahead of the competition in the rapidly evolving legal landscape.

The convergence of AI capabilities has created new opportunities for law firms to differentiate themselves through their use of trust and authoritative content. By prioritizing integration and operationalization, firms can ensure accuracy and mitigate risk, particularly in high-stakes transactions.

Law firms should prioritize integrating trust and authoritative content into their existing AI workflows to ensure accuracy and mitigate risk, particularly in high-stakes transactions.

Source: Original reporting via LexisNexis