Written by:

Grant Yuill
Head of Marketing & Customer Engagement
Artificial intelligence (AI) is transforming how law firms work. Legal professionals now need more than traditional research tools and manual reports to guide decisions. LawY provides your firm with organised research and actionable insights to improve workflows and support better decision-making. In this article, you will see how LawY, built into Denovo’s platform, helps Scottish legal firms measure results and make smarter business choices.
Why AI Matters in Legal Practice
AI helps law firms streamline routine work while boosting accuracy in research, document creation, and case analysis. While popular tools such as ChatGPT and Copilot exist, they lack legal-specific training and may give inaccurate results. Measuring performance helps firms select the most reliable AI.
What AI Benchmarking Means for a Law Firm
Benchmarking establishes standards for assessing AI performance. Within a legal context, it compares AI responses to trusted legal sources or human-verified answers, enabling firms to select tools that enhance results rather than only increased efficiency. Law firms that benchmark their AI usage can reduce the risk of errors and improve confidence when using automation in legal research and drafting.
How LawY AI Fits into the Benchmarking Picture
LawY is a verified AI legal research assistant built into Denovo’s CaseLoad. It provides jurisdiction-specific responses with linked citations, providing users with information about the sources used to arrive at the conclusion. It is specifically trained on Scots Law. LawY answers can also be sent to experienced Scottish solicitors for optional verification, which adds an extra layer of professional assurance and increases trust in its outputs.
Benefits of Using LawY in Your Firm
LawY supports firms by accelerating research with answers specific to local law, producing first drafts of documents, surfacing important case law, and linking results to legal sources for accuracy. This reduces time spent on routine tasks and allows lawyers to concentrate on more strategic work.
AI Accuracy and Business Decisions
Comparing AI tools using benchmarking data helps firms identify which systems produce trustworthy, usable outputs. Tools that meet benchmarks support quicker, safer decision-making. A Scots Law-trained system, for example, offers better results for Scottish solicitors than an untrained general AI. Knowing accuracy levels enables firms to create AI policies, allocate tasks appropriately, and train staff to interpret AI-generated content.
Strategic Adoption of LawY for Firm Growth
To use AI strategically, firms must go beyond ad-hoc usage and build governance around when and how AI tools are used. By integrating LawY into CaseLoad’s secure cloud platform, firms keep AI within a structured workflow. Lawyers can work with research, drafting, and case and accounting information together, minimising platform changes and mistakes.
What Benchmarking Enables for Your Business
Using benchmarking, firms in the legal profession in Scotland can trust that their AI tools are effective. Trusted AI like LawY boosts productivity, supports stronger decision-making, and preserves rigorous legal standards. Knowing how AI performs against benchmarks enables firms to improve service quality, optimise workloads, and invest wisely in technology.
Take the Next Step with Denovo
Help your Scottish law firm work smarter with LawY in Denovo’s integrated CaseLoad platform. Access research and insights directly where your team needs them.
Visit Denovo to learn more about how LawY and CaseLoad can support your firm’s goals.
Call 0141 331 5290 to speak with the Denovo team and see how AI benchmarking can transform your practice.


