Signal doesn't guess which touchpoint drove a conversion. It traces the causal chain — what actually influenced the outcome, what was incidental, and what would have happened if the touchpoint hadn't existed. Attribution built on counterfactual evidence, not last-click correlation.
EXAMPLE ADC · MARKETING INTELLIGENCE
Correlation guesses. Causation governs.
Signal replaces assumption-based marketing with causal autonomous execution — learning what actually moves customers, then steering spend, channel, and creative through the same governed pipeline the rest of the enterprise uses. It replaces correlation-based guesswork with governed marketing decisions that prove their own ROI.