LEAP CEO Malcolm Muthulingum on balancing artificial intelligence with human oversight to secure the future of Canadian law
This article was produced in partnership with LEAP Legal Software
When asked what defines his mission at LEAP Legal Software, CEO Malcolm Muthulingum doesn't lead with technology only or market share. He starts with people. “Helping law firms help people is what drives our business,” he says. This perspective has shaped LEAP’s strategy in Canada, focusing on the small and midsize firms that form the backbone of local communities yet are often overlooked in the grand narrative of legal innovation.
LEAP has become a trailblazer in the legal technology space—32 years in the making—delivering cutting-edge legal solutions that enhance productivity, streamline operations and unlock new growth opportunities. The driving force of LEAP’s pioneering technology and global leadership is the visionary founding CEO, Christian Beck. A passion for leveraging technology to solve business challenges in law firms, Christian has built a global SaaS company that empowers legal professionals worldwide to harness the transformative power of AI.
For Muthulingum, the societal role of law has always been a primary concern. His current focus is on translating that principle into practical tools that make firms more efficient, adaptable, and better equipped to meet escalating client expectations.
Canada’s legal profession has a reputation for caution, often trailing the U.S. in technology adoption by several years. Muthulingum sees this gap not as a barrier but as an opportunity. It’s why LEAP actively supports initiatives like the Canadian Legal Summit. “We want to be at the forefront of this technology and drive it forward,” he states.
He is, however, keen to distinguish between discussion and execution. “There’s a lot of talk about AI in the market,” Muthulingum notes. “Our aim is to demonstrate real use cases and inspire action.” LEAP’s suite of products includes automated document generation, integrated billing systems, and AI-powered research tools like LawY. Crucially, these systems are augmented with human verification. Local LEAP practicing lawyers which LawY pays their hourly rate consult to review AI outputs for accuracy, a direct response to the "hallucination" risks that have plagued firms using more generic platforms.
This practical approach is central to Muthulingum’s vision. Technology, he argues, must not only exist but must also function reliably within the daily workflow of a law firm.
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Shifting Expectations, Persistent Barriers
The pressure for technological change is largely client-driven. “They want speed, clarity, value, and truth,” Muthulingum observes. Satisfying these demands requires a fundamental rethinking of processes that have remained static for decades. Cloud-based file access, transparent pricing, and rapid response capabilities are no longer optional—they are expected.
This evolution also impacts the culture of legal workplaces. For a new generation of lawyers, flexibility and work-life balance are as important as compensation. LEAP’s cloud-based system, accessible from any location, directly supports this modern work style. “You can work from home, from court, or even abroad,” Muthulingum says. “It keeps firms competitive in attracting top talent.”
Despite these drivers, significant barriers remain. Many firms are hesitant to transition from legacy systems, deterred by the perceived costs and complexities of modernization. Others resist change outright, particularly when it challenges long-established professional habits. The regulatory uncertainty surrounding AI adds another layer of caution.
Muthulingum acknowledges these challenges but contends that adoption doesn’t have to be disruptive. “We walk with firms, not ahead of them,” he explains, highlighting LEAP’s strategy of incremental change bolstered by comprehensive training and dedicated vendor support. The objective is to build trust by showing that technology can reduce complexity, not add to it.
Leading Through Smarter Innovation
Muthulingum’s view on innovation is deeply informed by his leadership philosophy, which he distills into three essential qualities: curiosity, empathy, and focus. “The best leaders keep learning—from colleagues, from clients, from anyone,” he says. Empathy is particularly vital when introducing new technology to firms that may have operated the same way for 20 years. “It’s a massive change for them. You have to guide it carefully, with clear communication and support.”
Focus, he adds, is about remembering that technology’s primary function is to simplify the lives of lawyers and their clients. This means eliminating administrative burdens so lawyers can concentrate on high-value work: strategy, advocacy, and building relationships. “AI won’t replace lawyers,” he asserts. “LEAP will not survive without them. What we build is designed to free them from repetitive tasks so they can do the work only they can do.”
Looking ahead, Muthulingum is energized by the rapid pace of LEAP’s AI development. Tools that can automatically update government forms or drastically reduce administrative hours are just a preview of what’s to come. But for him, true progress isn’t measured by speed alone. It’s about whether the legal profession adopts technology in a way that reinforces trust, accuracy, and the human element of law.
LEAP’s AI model embodies this philosophy by pairing automated research with human verification. It is, Muthulingum argues, the only sustainable way for technology to support the profession rather than undermine it.
“At its core, law is about people,” he concludes, “and every innovation should reinforce that.”
The question for the legal industry is pressing: In a future where machines can draft a brief in seconds, which firms will thrive? Will it be those that pursue efficiency at any cost, or those that build systems where technology remains accountable to lawyers and, ultimately, to the people they serve?
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