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As of 2026
Business & Operations
Revenue: $1M-$10M ARR
Cloud-based, code-free data analytics and management platform.
Overview
Mammoth Analytics is a cloud-based data analytics and management platform designed to help business users and domain experts unify, analyze, and automate disparate datasets without writing code. The platform connects directly to various databases and SaaS applications, allowing users to prepare and visualize data through a simple, visual pipeline interface. It aims to remove reliance on IT teams for routine data tasks.
Funding status: Bootstrapped
Revenue source: Subscriptions
Customer type: B2B
Pricing: Subscription
Tech stack: DuckDB, PostgreSQL, BigQuery, Snowflake
Platform: Web
Integrations: PostgreSQL, MySQL, BigQuery, Snowflake, Shopify, HubSpot, Salesforce, GA4, Stripe, Google Sheets
Founder story
Founded in 2013 by Gaurav Dudhoria in San Francisco, Mammoth Analytics was created to democratize data access. The platform was built to solve the frustration of relying on IT personnel to manage the data life cycle, empowering domain experts to explore, visualize, and share their own data insights using a simple, intuitive interface.
What it does
- Unifies data from databases, SaaS apps, and files without requiring complex ETL pipelines
- Provides a visual, code-free interface for data preparation, transformation, and cleaning tasks
- Enables real-time data visualization and dashboarding for executive and operational reporting
- Offers generative AI features to describe transformations and generate dashboards in plain English.
Who it's for
- Business Analysts
- Data Teams
- Finance Departments
- Retail & CPG Operators
Why it works
- Visual pipeline design makes data transformations understandable and reusable for non-technical team members
- Direct integration with sources like Snowflake, BigQuery, and Shopify eliminates the need for manual data exports
- Generative AI capabilities allow users to query data and create dashboards using simple natural language
- Single-tenant isolation and enterprise-grade compliance ensure secure data handling for all plan tiers.
Growth strategies
- Targeting enterprise- scale retail and financial services with unified data solutions.
- Promoting a 'code- free' value proposition to compete with complex tools like Alteryx.
- Leveraging AI- assisted dashboard generation to reduce time-to-value for new users.
- Providing free tiers and trial periods to encourage bottom- up adoption within teams.
Alternatives
Comparison overview
- Mammoth Analytics positions itself as a code-free, faster alternative to enterprise BI tools like Tableau or Power BI.
- Unlike traditional ETL tools, it combines data preparation and visualization into a single, intuitive platform.