Maxa AI

What Maxa AI does

Maxa AI is a Montreal-headquartered software company that builds an agentic data pipeline platform for large enterprises operating multiple ERP and business systems. Its core product, Maxa Autopilot, uses AI agents organized into a Spec Agents stage (which extracts entities, KPIs, fiscal calendars, and source systems from unstructured inputs such as meeting transcripts, spreadsheets, and screenshots) and a Pipeline Agents stage (which discovers source tables, transforms and harmonizes them, and writes production-grade dbt code that self-verifies against known business facts). The platform applies a proprietary 4D Business Data Model that embeds business context, lineage, and metrics directly into every row, eliminating the need for semantic layers or RAG. Maxa Analyst adds a conversational analytics layer for Finance and Operations leaders with patent-pending logic that keeps the LLM in charge of language and deterministic software in charge of all calculations, producing auditable, line-level answers. The stack runs natively on Snowflake as a Snowflake Native App, with deployment support for Databricks and Microsoft Fabric, and supports source systems including SAP, Oracle, D365, NAV/BC, Workday, and Salesforce.

The company sells primarily via enterprise field sales and the Snowflake Marketplace, with quote-based annual subscriptions and a free ERP Sales Data Assessment Native App as a trial entry point. Its target segments are large enterprises with multi-ERP environments across aviation and MRO (e.g., Safran, Intech Aerospace), food and agriculture (Dole), security services (GardaWorld), geosynthetics (Solmax), and financial services (National Bank of Canada). Maxa is venture-backed, having closed a C$2.9M seed round in 2022 and an oversubscribed US$21M Series A in May 2024 led by FRAMEWORK with BDC Capital's Industrial Innovation Venture Fund as co-lead, alongside Snowflake Ventures, Amiral Ventures, NAventures, AQC Capital, and Graphite Ventures. The company has expanded its go-to-market into Financial Services and Defense and opened a Silicon Valley engineering presence at the SVAI Hub in Menlo Park in October 2025.

Name

Maxa AI

Legal name

Maxa AI Inc.

Website

https://maxa.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

Maxa AI is a Montreal-based software company that builds an agentic data pipeline platform generating self-verifying dbt code for large enterprises with multi-ERP environments. It serves Finance and Operations teams in aviation MRO, financial services, and defense via its Snowflake Native App and a Maxa Analyst conversational analytics product.

Ownership category

akta.pro rank

Product category

Enterprise Data Pipeline Platform

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)

SIC

Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Data Pipelines for GenAI (Curation, Filtering, Deduplication, Copyright) (HDAAACAJ), Data Strategy & Governance Services (BPAEAHAA)

Keywords

• Agentic data pipelines
• Enterprise data harmonization
• AI-ready data platform
• Snowflake Native App
• Finance data automation

Headquarters

HQ city

Montréal

HQ country

Canada

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Snowflake Native App (SaaS): Maxa's primary product is delivered as a Snowflake Native App, operating as a SaaS platform on the Snowflake Data Cloud. The company has not publicly disclosed pricing; sales are quote-based and driven through the Snowflake Marketplace and direct enterprise sales.

Pricing tiers

Go-to-market motion4 records

Distribution channels3 records

Marketing channels7 records

Core offering

Maxa AI provides an agentic data pipeline platform (Maxa Autopilot) that turns business context from meeting transcripts, spreadsheets, and screenshots into production-grade dbt code with full test suites, lineage, and self-verification against business facts. The platform includes a conversational analytics product (Maxa Analyst) that lets finance and operations leaders ask plain-language questions and receive auditable, line-level answers. Delivered as a Snowflake Native App, the solution harmonizes data across multiple ERP systems (SAP, Oracle, Dynamics, Workday) into a unified 4D Business Data Model without moving data out of the customer's environment.

Product overview

Maxa AI is a unified agentic data platform built around its core Maxa Autopilot product, which consists of two main modules: Spec Agents (Step 1) for turning business requirements into technical specifications from unstructured inputs, and Pipeline Agents (Step 2) for generating production-grade dbt data pipelines that self-verify against business facts. The platform also includes Maxa Analyst, a conversational AI interface that allows Finance and Operations leaders to query unified data in plain language with full auditability. The Data Harmonization layer sits beneath the entire stack, unifying multiple ERPs (SAP, Oracle, Dynamics, Workday), finance, and operational systems into a single 4D Business Data Model. All components run natively on Snowflake as a Snowflake Native App, with deployment options for Databricks and Microsoft Fabric. The platform targets Finance and Operations teams seeking to eliminate reconciliation chaos and enable AI-ready data foundations.

Differentiator

Problem solved

Functional benefit

Brands

• Maxa Autopilot: The agentic platform that builds multi-system data pipelines, absorbs business complexity, and asks the right questions to fill the gaps. It turns business requirements into specs and generates production-grade data pipelines.
• Spec Agents
• Pipeline Agents
• Maxa Analyst

Products and services

• Maxa Autopilot Agentic data pipeline platform that turns business requirements (meeting transcripts, screenshots, spreadsheets) into production-ready dbt projects with full test suites, lineage, and self-verification. Unifies data across multiple ERP systems into a single 4D Business Data Model. Targets large enterprises running multi-ERP environments such as those in aviation/MRO, financial services, and defense.
• Maxa Analyst Conversational analytics interface for finance and operations leaders that delivers auditable answers across unified ERP, CRM, and operational data without SQL. Uses patent-pending business reasoning that separates LLM language handling from deterministic software calculations to eliminate hallucinations in numerical outputs.

Quantifiable outcome

• Months of work become days — pipeline deployment compressed from months to days/weeks
• +4 more outcomes

Named customers6 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration14 records

AI capability9 records

Feature9 records

Partnerships

Four partnerships are on record, tiered minor and core.

• Silicon Valley AI Hub (SVAI Hub)minorStrategic or Co-development Partner · 1 October 2025Maxa joined the launch cohort at the Silicon Valley AI Hub in Menlo Park, alongside industry leaders like Andrew Ng, Sridhar Ramaswamy, and Denise Persson. The SVAI Hub is the epicenter where AI gets built, tested, and shipped, providing access to venture partners, technical collaborators, and companies writing the playbook for trustworthy AI in business.
• Snowflake (Product Partnership)coreTechnology or Integration · 29 May 2024Snowflake is both an investor and Maxa's core technology platform. Maxa operates as a Snowflake Native App installed directly in customer Snowflake accounts. Maxa won Snowflake's 2023 Startup Challenge and 2024 Data Drivers Award. Available on the Snowflake Marketplace.
• Aero NextGenminorChannel Partner/ Reseller/ Distributor · 1 January 2023Aero NextGen is a partner that integrates Big Data Analytics into MRO operations, including Maxa's solution. Aero NextGen specializes in technology implementation and expert problem-solving for aviation MRO customers, serving as a go-to-market partner in the aviation sector.
• Creative Destruction Lab (CDL)minorStrategic or Co-development Partner · 1 January 2022Maxa participated in Creative Destruction Lab (CDL), a nonprofit program for seed-stage companies with science and technology-based ventures. CDL provides mentorship and a structured process for scaling startups.

Scale indicators6 records

Recent moves7 records

Expansion highlights6 records

Emerging players

• Hex: Hex is an AI-powered collaborative data workspace combining notebooks, data apps, and AI agents for analytics teams. It competes for the same data analyst and analytics engineer persona Maxa serves, with overlapping AI-assisted querying and pipeline-building capabilities.
• Monte Carlo: Monte Carlo is a data observability and reliability platform for data pipelines. It overlaps with Maxa on data quality, lineage, and pipeline trust, addressing adjacent parts of the data engineering stack rather than direct pipeline generation.
• Sigma Computing: Sigma Computing is a cloud-native BI and analytics platform that runs natively on Snowflake, allowing business users to query warehouse data in a spreadsheet-like interface. It overlaps with Maxa's finance/ops analytics and Snowflake-native distribution, though Sigma focuses on consumption while Maxa focuses on upstream pipeline generation.
• Tellius: Tellius is an AI-driven decision intelligence platform that lets business users ask natural-language questions over enterprise data. It overlaps with Maxa Analyst's natural-language finance/ops analytics, though with a less specialized focus on multi-ERP harmonization and auditable numerical outputs.

Broad incumbents

• Celonis: Celonis is a process mining and execution management leader that pulls data from ERP systems (SAP, Oracle) to surface operational inefficiencies. It overlaps with Maxa's multi-ERP harmonization and finance/ops use cases, especially with enterprises running SAP-heavy environments.
• dbt Labs: dbt Labs is the creator of dbt, the open-source data transformation standard that Maxa's Pipeline Agents ultimately generate code for. Maxa competes by automating dbt project creation through AI agents, sitting one layer above dbt's authoring tools while leveraging dbt as the runtime and standardization layer.
• Alteryx: Alteryx is an analytics automation platform focused on data preparation, blending, and analytics workflows for business analysts. It is a broader incumbent that overlaps with Maxa's data pipeline automation and finance/ops analytics positioning.
• Palantir Foundry: Palantir Foundry is an enterprise data operating system that integrates disparate enterprise systems and powers operations and finance analytics for large, often regulated organizations. It competes for the same multi-ERP, finance-and-ops buyer Maxa targets, particularly in defense and industrial verticals.
• Databricks: Databricks is a hyperscaler data platform offering data warehousing, lakehouse, and increasingly agentic AI capabilities. It competes with Maxa both as an alternative deployment target and as a provider of native AI-driven data engineering features that overlap with Maxa's Pipeline Agents.

Direct peers

• Coalesce: Coalesce is a data transformation platform purpose-built for Snowflake that generates dbt-compatible SQL through a visual, automated interface. Like Maxa, it accelerates data pipeline development on the Snowflake Data Cloud and competes for the same data engineering buyer, though Maxa differentiates with agentic, business-context-driven pipeline generation.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/maxa-ai
• Facebookfacebook.com/maxaaiinc

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds3 records

Investors10 records

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 Maxa AI