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.

CAPABILITIES

From attribution guesswork to governed acquisition.

Signal does not report last-click metrics or optimize in a silo. It traces what actually moves customers, then steers spend and creative through the same SRDAL loop and Decision Control Plane that govern every other enterprise action.

Causal Attribution

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.

Autonomous Bid Optimization

Media buying decisions flow through the SRDAL loop and the Decision Control Plane. Every bid adjustment is causally justified, policy-compliant, and scored against simulated alternatives before execution. No black-box automation — governed autonomy.

Threshold-Aware Execution

Signal understands the activation thresholds and learning stability dynamics of advertising platforms. It doesn't fight the algorithm — it works with the platform's own optimization mechanics while maintaining causal oversight.

CROSS-DOMAIN INTELLIGENCE

Marketing decisions bounded by legal reality and financial constraints.

A covenant tracked by Counsel becomes a spending constraint in Signal. A liquidity threshold monitored by Capital becomes a budget ceiling. Signal doesn't operate in a marketing silo — it inherits the enterprise's full legal and financial context through the shared knowledge graph.

Lens Anatomy

What enters. What emerges.

Signal Ingests

  • Meta advertising data
  • Google advertising data
  • CRM systems
  • Customer journey telemetry
  • Web analytics
  • Conversion events
  • Engagement signals
  • Retention data

Signal Produces

  • Causal attribution models
  • Lifetime-value predictions
  • Autonomous bid strategies
  • Activation threshold analysis
  • Budget reallocation intelligence
  • Churn forecasting
  • Customer intent maps

See Signal optimize your acquisition live.

Schedule a Briefing hello@mizoki3.com