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CLA and Digits Are Training an AI on Their Clients' Books: What Firm-Built AI Bookkeeping Means for Your Small Business

CLA, a top-10 U.S. accounting firm with nearly $2 billion in revenue and 9,000 people, is co-building a proprietary AI model with Digits trained on its own client base and rolling it out to thousands of clients over three years. Here is what firm-trained AI bookkeeping means for small businesses — what gets automated versus reviewed, where your data goes, how pricing shifts, and why keeping a portable plain-text copy of your books matters more as accounting goes AI-native.