descriptions processing, batch review mode, quick rewrite workflows, glossary and capitalisation controls, and scrub-first data cleaning to remove identifiers before processing. Users can import spreadsheets, map columns, and review AI-generated sentences side by side with original entries, approving, editing, or rejecting each line. The platform focuses on human-in-the-loop drafting, enabling users to maintain control over tone, terminology, and firm-specific style rules. AI Costs also provides an AI assistant for drafting replies to points of dispute, along with onboarding, training, and optional integration support for team deployments.