The AI project worth selling is not another chat window over a spreadsheet. It is a controlled workflow that turns inconsistent business records into reviewed, usable data. Rows documents AI-assisted spreadsheet analysis, Clay exposes model-backed table actions, and Datarails documents connections between FinanceOS and popular AI platforms.[1][2][3]
This edition examines those three approaches and proposes a small, legitimate business around data quality and reporting. It is a source check dated October 13, 2026, not a claim that these products launched today. The commercial recommendations, effort estimates and pilot thresholds below are editorial proposals, not vendor benchmarks or verified profits.