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Thomson Reuters Shares Surge 11% as AI Legal Tool Hits One Million Users

Thomson Reuters (TRI) shares jumped over 11% Tuesday after its CoCounsel AI legal assistant reached one million professional users across 107 countries 1. The milestone signals strong adoption of artificial intelligence tools in regulated industries and validates the company’s strategy to monetize AI technology for legal professionals.

Key Takeaways

  • CoCounsel AI reaches one million users milestone globally
  • Stock rallies 11-14% on strong AI adoption signals
  • Three years post-launch shows sustained market traction

Market Reaction & Context

Thomson Reuters shares surged as much as 14% in early trading, with the stock settling around 11-12% higher by midday 2. The rally comes three years after CoCounsel launched as the first AI legal assistant, demonstrating sustained momentum in the competitive legal technology space 3.

The user milestone represents significant scale for enterprise AI adoption. Thomson Reuters said the achievement marks a shift “from AI pilots to production” as legal professionals increasingly integrate artificial intelligence into daily workflows 4.

CoCounsel’s Market Position

The AI tool operates across 107 countries and territories, serving legal professionals with document review, research assistance, and workflow automation 5. This global reach positions Thomson Reuters ahead of competitors in the rapidly evolving legal AI market.

The timing is notable as rival Anthropic recently unveiled its own legal automation tool targeting similar workflows, which had previously pressured Thomson Reuters shares in early February 6. Today’s user milestone suggests Thomson Reuters has maintained competitive positioning despite emerging rivals.

Strategic Implications

The one million user achievement validates Thomson Reuters’ strategy to scale AI across regulated industries beyond legal services. The company has positioned CoCounsel as a cornerstone of its broader AI initiative targeting professional services markets.

Thomson Reuters emphasized the milestone signals professional acceptance of AI tools moving from experimental pilots to full production deployment. This transition suggests potential for sustained revenue growth from AI-powered services.

Industry Context

The legal technology sector has seen accelerating AI adoption as firms seek efficiency gains and cost reductions. CoCounsel’s user growth trajectory indicates strong market demand for AI-powered legal assistance tools.

Thomson Reuters’ success with CoCounsel demonstrates how traditional content and technology firms can leverage AI to create new revenue streams while serving existing professional customer bases. The global user base provides a foundation for future AI product expansions.

Not investment advice. For informational purposes only.

References

1(February 24, 2026). “Thomson Reuters shares rally after CoCounsel AI tool draws 1 million users”. Reuters. Retrieved February 24, 2026.

2“Thomson Reuters Shares Surge 14% After AI Praise”. Intellectia.AI. Retrieved February 24, 2026.

3(February 24, 2026). “Three Years After Launching As First AI Legal Assistant, CoCounsel Reaches 1 Million Users”. LawNext. Retrieved February 24, 2026.

4“One Million Professionals Turn to CoCounsel as Thomson Reuters Scales AI for Regulated Industries”. Thomson Reuters Investor Relations. Retrieved February 24, 2026.

5(February 24, 2026). “Thomson Reuters’ CoCounsel tops 1M users”. StockTitan. Retrieved February 24, 2026.

6(February 3, 2026). “Thomson Reuters Shares Slide After Anthropic Unveils AI Tool Targeting Legal Workflow Business”. Morningstar. Retrieved February 24, 2026.

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