What Alembic does

Alembic is a Causal AI software company that sells a marketing intelligence platform to Fortune 500 enterprises. The company's flagship product, Causal AI Platform 3.0, ingests billions of signals across media exposure, pricing, and macroeconomic data and recomputes causal graphs continuously so that customers can attribute marketing and business outcomes to specific actions rather than relying on correlational analytics. The underlying technology is described as a frontier causal AI model, deployed on dedicated NVIDIA DGX SuperPOD infrastructure and supported by an in-house AI Lab that publishes research.

Alembic's customer base consists of senior marketing buyers — primarily CMOs and marketing executives at Fortune 500 companies — and is anchored by reference customers including NVIDIA, a Fortune 500 B2B technology firm, and a Fortune 500 airline. The go-to-market is enterprise sales-led, with distribution reinforced by a strategic relationship with global systems integrator Accenture, which co-led the company's $145 million financing. The business model is enterprise SaaS subscription, with large annual contract values reflecting the Fortune 500 buyer profile.

The company is pre-IPO, privately held, and operates with a small employee base of 11-50. Strategic priorities visible from the public record include scaling the platform's data ingestion capacity, expanding the AI Lab research footprint, and building a broader brand presence beyond enterprise buyers — evidenced by its appearance at CES 2026. The company is distinct from the similarly named Alembic Guitars, a separate, unrelated business.

Name

Alembic

Legal name

Alembic

Website

https://alembic.com

Company type

Private

Founded year

1969

Operating status

Operating

Headcount range

11–50 employees

Short description

Alembic builds a Causal AI marketing intelligence platform that ingests billions of signals to recompute causal graphs, serving Fortune 500 CMOs and marketing executives through an enterprise SaaS subscription model anchored by reference customers including NVIDIA.

Ownership category

akta.pro rank

Product category

Marketing Intelligence Software

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372), Services-Advertising (7310)

akta.pro primary industry

Marketing Mix Modeling, Attribution & Propensity Scoring (HDAAAHAH)

akta.pro secondary industries

Media Measurement, Attribution & Mix Modeling (MMM/MTA) (BPAFABAN), Media Measurement, Attribution & Marketing Mix Modeling (MMM) Services (MPAAABAN)

Keywords

• Causal AI marketing
• Marketing intelligence platform
• Incremental attribution software
• Marketing mix modeling
• Enterprise marketing analytics

Headquarters

HQ city

Rohnert Park

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Enterprise Platform Subscription: Alembic operates as an enterprise software platform offering subscription-based access to its Causal AI marketing intelligence platform. The platform provides causal intelligence across the full marketing funnel including dollar-for-dollar attribution and actionable decision guidance.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels6 records

Core offering

Alembic develops and sells an enterprise Causal AI platform that isolates true incremental marketing impact across channels, campaigns, and tactics. The platform continuously recomputes large-scale causal graphs across billions of signals and delivers dollar-for-dollar attribution, budget scenario simulation, and real-time decision guidance for marketing leaders at Fortune 500 enterprises.

Product overview

Alembic offers a single unified Causal AI platform for marketing intelligence. The core Alembic 3.0 Platform combines advanced causality models with real-time causal graph computation to provide marketing measurement and optimization. The Marketing Intelligence Platform integrates directly with the core platform to deliver actionable decision guidance and full-funnel attribution. The system enables enterprises to simulate budget shifts, test allocation scenarios, and see incremental lift in real-time, replacing correlation-based approaches with causal AI that models cause and effect at scale.

Differentiator

Problem solved

Functional benefit

Products and services

• Alembic 3.0 Platform Causal AI platform that isolates true incremental marketing impact across channels, campaigns, and tactics by continuously recomputing large-scale causal graphs across billions of signals spanning media exposure, pricing, macroeconomic forces, consumer behavior, and operational inputs. Built for Fortune 500 enterprise marketing organizations.
• Marketing Intelligence Platform Enterprise SaaS application that proves which marketing investments drive business outcomes. Uses Causal AI to provide dollar-for-dollar attribution, actionable decision guidance, and clear articulation of what drives revenue across the full marketing funnel for CMOs and marketing executives.

Quantifiable outcome

• 37% sales pipeline growth for Fortune 500 B2B technology firm
• +1 more outcomes

Named customers3 records

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature5 records

Partnerships

One partnership is on record.

• NVIDIAcoreTechnology or IntegrationAlembic became the first Causal AI company to secure NVIDIA DGX SuperPODs with DGX Vera Rubin NVL72 systems for enterprise decision making. This infrastructure partnership enables Alembic's real-time causal AI platform capabilities at scale.

Scale indicators3 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Rockerbox: Rockerbox is a marketing measurement platform that combines MTA and MMM methodologies to provide unified attribution for enterprise brands. It directly competes with Alembic in the marketing-measurement-for-Fortune-500 category and uses similar account-based sales motion.
• causaLens: causaLens is a causal AI platform applying causal inference to enterprise decision-making. It is the closest direct technical peer to Alembic, sharing the 'causal AI' architectural thesis, though it has historically focused on industrial and operations use cases rather than marketing measurement.
• Branch: Branch provides cross-channel attribution and measurement for enterprise marketers, including incrementality measurement. It overlaps with Alembic in serving Fortune 500 marketing organizations seeking attribution across mobile, web, and offline, though its roots are in mobile linking and MTA.
• AppsFlyer: AppsFlyer is a leading marketing attribution and measurement platform focused on mobile and digital channels. Like Alembic, it sells to enterprise marketing leaders seeking attribution and ROI insight across campaigns, but it concentrates on MTA-style click-path attribution rather than causal modeling.
• Pecan AI: Pecan AI is a predictive analytics platform using AI to deliver business forecasting and decision intelligence to enterprise teams. It overlaps with Alembic in the predictive decision-intelligence category and its enterprise sales motion, but is positioned more generically rather than marketing-specific.
• Northbeam: Northbeam is a marketing intelligence and attribution platform serving DTC and e-commerce brands, providing cross-channel attribution and incrementality measurement. It addresses the same core problem Alembic solves — true incremental impact of marketing spend — though it leans more toward e-commerce customers.
• Triple Whale: Triple Whale offers a marketing analytics and attribution platform for e-commerce brands with real-time dashboards and incremental measurement. It is comparable to Alembic in targeting CMOs/marketing leaders who need to attribute revenue to specific marketing investments.

Broad incumbents

• Adobe Analytics: Adobe Analytics is part of Adobe Experience Cloud and provides enterprise marketing measurement, attribution, and customer journey analytics at massive scale. It is a broad incumbent competitor to Alembic, with growing investment in MMM and attribution through Adobe Mix Modeler that could encroach on Alembic's niche.
• Mixpanel: Mixpanel is a product and marketing analytics platform providing event-based analytics to enterprise teams. It is comparable as an analytics incumbent serving similar enterprise buyer profiles, though its focus is product/digital analytics rather than causal marketing measurement.
• LiveRamp: LiveRamp is a large enterprise data connectivity and measurement platform serving marketers. It is comparable to Alembic as an incumbent in the marketing measurement ecosystem, offering broader identity resolution and analytics capabilities rather than a causal-AI-focused point solution.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Alembic