Alembic

Alembic represents a shift from traditional correlation-based marketing analytics to a robust Causal AI architecture. Built to solve the attribution crisis caused by the death of third-party cookies and fragmented consumer journeys, Alembic utilizes spatiotemporal analysis to identify the direct relationship between marketing activities—including 'dark social' and offline signals like TV or out-of-home—and hard business outcomes such as revenue and retention. Its technical core moves beyond legacy Marketing Mix Modeling (MMM) by providing near real-time ingestion and processing of multi-channel data. By 2026, Alembic is positioned as a mission-critical infrastructure for CMOs and Data Science teams who require a 'source of truth' for budget allocation. The platform leverages advanced signal processing to filter out noise and identify 'halo effects' where top-of-funnel brand awareness directly catalyzes bottom-of-funnel conversions. This allows enterprises to move away from vanity metrics toward a deterministic understanding of their Return on Ad Spend (ROAS) and Customer Acquisition Cost (CAC) across the entire customer lifecycle.