Skip to content

Research

Misolla AI's research on the Canadian legal market, published in full — every section, figure and reference — and as a PDF.

The Canadian Legal Productivity Gap

Market, productivity, talent, and what hyper-specialized legal AI can return to Canada’s economy — the research behind Misolla AI’s Canada-only pivot

Artur Lukyanov, Misolla AI · 25 pages · 11 figures · 87 references

Canada has a productivity problem its own central bank calls an emergency, an economy built on very small firms that spend more on regulation per employee than almost anyone, and a persistent leak of its most capable people to the United States. It also has a legal-services industry that is 74% micro-businesses, that leaves four in five people with a serious legal problem without legal advice, and whose real output has been flat since 2021. This paper assembles the primary evidence on each of those facts, examines the measured effect of AI on legal work, and models what fully automated, Canada-specific legal workflows could return in professional hours and dollars. Under conservative assumptions the gain is about 10 million lawyer-hours a year; under a base case it is roughly 21 million hours, equivalent to 11,000 full-time lawyers, and consistent with what Canadian lawyers themselves expect from AI. Every figure cited was fetched from its source and independently re-fetched; the method is described at the end.

These papers are research and strategy documents. They are not legal advice, and none of the figures in them should be relied on for a legal decision without verification against the cited source.