What AI automation costs, and what it returns

The money questions, answered with numbers rather than adjectives. What an automation engagement costs at different scopes and what materially changes between them. What manual work costs today per employee, per invoice and per document — the baseline most firms have never actually calculated, and without which no ROI claim means anything. Where revenue leaks rather than where cost accumulates, which in professional services is often the larger number: unbilled time at a law firm, capacity lost to document chasing during tax season, operations headcount added to absorb reconciliation work. The posts below include cost breakdowns, pricing explanations, ROI benchmarks by industry, and the calculators that let you put your own figures in instead of taking ours.