Artificial Intelligence is rapidly transforming the legal industry. From contract drafting and review to risk analysis and compliance, AI is helping legal teams work faster and smarter. However, adopting multiple AI tools without a clear strategy can often lead to fragmented workflows, inconsistent outcomes, and governance challenges.
In his latest article published by the Canadian Bar Association, Yogendra Malav, Product Architect at smartContract CLM, shares his perspective on why organizations need to move beyond isolated AI use cases and adopt a structured approach to AI implementation.
He highlights that successful AI adoption is not measured by the number of tools an organization uses, but by how effectively those tools are integrated into business processes. Strong governance, quality data, defined workflows, and responsible AI practices are essential for unlocking long-term value.
As organizations continue their AI journey, the focus should shift from experimenting with AI to building an AI strategy that delivers measurable business outcomes.
Read the full article here: https://www.nationalmagazine.ca/en-ca/articles/opinion/2026/beyond-ai-driven-use-case-chaos
