The Analyst Substitution Test

The Analyst Substitution Test asks one question before pricing a BI retainer: how many hours of human analyst work does this dashboard actually replace each month? A platform that surfaces a number a client's ops lead already pulls by hand displaces almost nothing, so the fee has to be justified by something else. A platform that collapses a recurring Monday morning data pull, reconciliation, and commentary cycle into a reviewed view displaces real labor, and that displaced labor is the ceiling on what the retainer can carry. Run the test on a defined dataset and reporting workflow before quoting fees. A pipeline attribution number finance will accept, for instance, requires connecting ad platform conversion data to CRM opportunity records, which is analyst work whether a person or a platform does it. Tools like Knowi, Sigma Computing, and Qlik differ less in chart quality than in how much of that recurring work they absorb.