Hall and Chief Product Officer Thad Jampol emphasized that professional firms operate differently than typical corporations: partner-led structures, project-based staffing, and relationship-driven business development create complex workflows that are difficult to standardize. Management argued that AI’s value in these firms extends beyond drafting and research tools, especially for senior partners and business services teams focused on origination, growth, and risk management.Hall said Celeste is intended ...