Thomson Reuters launched Thomson, a proprietary AI model built from open-weight foundations and trained for legal, tax, accounting, and professional work. The launch is a useful test of whether companies with deep data and expert reviewers can own the parts of AI that matter most instead of renting every frontier capability from a general model provider.