Alembic operates a specialized analytics platform that enables marketing teams to measure campaign impact on revenue through causal artificial intelligence technology. Based in San Francisco, the company addresses a critical challenge in marketing attribution by moving beyond traditional correlation-based metrics to establish true causal relationships between marketing activities and business outcomes. Alembic's dashboard solution differentiates itself in the crowded marketing analytics space by leveraging advanced AI methodologies to provide more accurate revenue attribution insights. The company focuses on serving marketing organizations seeking data-driven approaches to optimize campaign performance and demonstrate measurable return on marketing investments through scientifically rigorous causal analysis.