Alembic builds a Causal AI platform designed to help large enterprises determine what truly drives business outcomes. The system moves beyond simple correlation analysis to establish causation, specifically addressing which marketing and growth investments generate actual growth. By collecting and analyzing data across multiple marketing channels, the platform enables the simulation of budget shifts and the testing of allocation scenarios to measure incremental lift in real-time.
The platform is built on a technical stack that includes machine learning, spiking neural networks, and large-scale causal graph computation. At scale, it processes hundreds of millions of data points on a daily basis. The company's client base consists of Fortune 100 enterprises, such as Nvidia, Delta Air Lines, and Mars, operating primarily in the marketing, advertising, and enterprise growth verticals.
