From Copilot to Colleague: Building Trustworthy Productivity Agents for High-Stakes Work
AI Engineer World's Fair 2025 · 19:45
Professional information, workflow software, and AI
Thomson Reuters provides professional information, software, and AI for legal, tax, accounting, compliance, government, and media work. CoCounsel Legal connects research, drafting, document analysis, and verification for law firms and corporate legal departments, drawing on Westlaw and Practical Law content. Its tools help lawyers produce first-draft briefs and review agreements within Microsoft Word. ONESOURCE supports tax workflows for multinational corporations and large accounting firms, while Reuters supplies journalism and news.
The company formed in 2008 when Thomson Corporation and Reuters Group combined. Its predecessor businesses trace to Roy Thomson’s Canadian newspaper operations and Paul Julius Reuter’s London news service, established in 1851. Steve Hasker has served as president and CEO since 2020. Its legal AI builds on editorial infrastructure: Deep Research agents use legal classifications, KeyCite, and annotated statutes to plan and revise research. The proprietary Thomson language model extends this approach through specialized training on professional content with subject-matter experts.
CoCounsel Legal uses multiple models rather than relying exclusively on Thomson. In August 2026, the company reported that one million professionals across 107 countries and territories relied on CoCounsel. The business remains majority-owned by Woodbridge and its affiliates, which held approximately 71% of common shares as of June 2026.
AI Engineer World's Fair 2025 · 19:45
Affiliations reflect their AIE appearances, not necessarily current employment.
Start with Joel Hron's talk for agent-driven tax preparation, adaptive replanning, and the reuse of legacy applications.
Joel HronAI Engineer World's Fair 2025
Choose Shirsha Chaudhuri's talk to learn how customer-support escalation and editorial production reveal opportunities for workflow automation.
Shirsha ChaudhuriAI Engineer Summit 2025
Hron presents autonomy, context, memory, and coordination as adjustable dimensions governed by user risk tolerance, connecting agent design to the demands of professional work.
Chaudhuri identifies connectors, legacy mainframes, domain specialists, and standardization as prerequisites for dependable workflow redesign. Her customer-support and editorial examples retain human approvals within automation.
Affiliations reflect each recorded session, not necessarily current employment.