What Indexima does

Indexima is a Paris-based, privately held software company founded in 2016 that sells an AI-powered business intelligence acceleration platform. Its core product, 'Indexima for Snowflake', is delivered as a native application inside Snowflake Marketplace and uses an AI Agent to continuously observe query patterns, automatically build optimal aggregation layers, simplify complex SQL queries, and partition large datasets through Snowflake Dynamic Tables that are materialised within the customer's own Snowflake account. A secondary 'Indexima On-Premises' product extends the same optimisation approach to enterprises running Hadoop, Data Lakes, Oracle, SQL Server, or PostgreSQL.

The platform targets data analysts, data engineers, and enterprise BI teams suffering from slow BI dashboards, escalating Snowflake compute costs, and recurring manual tuning cycles. Setup requires only changing a BI tool's URL to point at Indexima; no connectors, code changes, or dashboard redesigns are needed. Documented performance outcomes range up to a 1100x query speed-up (e-commerce client: 5 minutes to 270 milliseconds) with stated 40% reductions in Snowflake compute costs and 40x reductions in scanned data volume.

Indexima combines product-led growth with a tiered SaaS subscription (Free, Team at €490/month, Business at €1,490/month, Enterprise custom) for the Snowflake-native product and a custom-priced on-premises licence for larger deployments. GTM is hybrid: self-serve signup via autopilot.indexima.io and Snowflake Marketplace, supplemented by field-sales for Enterprise and On-Premises deals. The company has raised approximately $2.47M across a 2017 round (AGORANOV, WILCO) and a 2018 seed round led by Seventure Partners, and is led by CEO Florent Voignier alongside co-founders Emmanuel Dubois and Nicolas Korchia.

Name

Indexima

Legal name

Indexima

Website

https://indexima.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

Indexima is a Paris-based software company that sells an AI-powered platform which automatically accelerates BI dashboards and reduces compute costs on Snowflake by building aggregation layers and dynamically partitioning data. It serves data analysts, data engineers, and enterprises, delivering its product via Snowflake Marketplace and an on-premises licence.

Ownership category

akta.pro rank

Product category

BI Query Acceleration

NAICS

Software Publishers (5132), Software Publishers (513210)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Enterprise Search, Indexing & Content Discovery (HDAEAGAH)

akta.pro secondary industries

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), Data Engineering, Integration & ETL/ELT Services (BPAEAHAB)

Keywords

• BI query acceleration
• Snowflake optimization
• AI data analytics
• Query performance tuning
• Data warehouse acceleration

Headquarters

HQ city

Paris

HQ country

France

HQ region

Europe

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. Snowflake SaaS Subscription: Tiered subscription model for cloud-native AI agent that optimizes Snowflake queries. Four tiers: Free (5,000 queries/month), Team (30,000 queries/month at 490€/month), Business (100,000 queries/month at 1,490€/month), and Enterprise (custom). All tiers include Dynamic Tables creation and automatic query redirection.
2. On-Premises License: On-premises version tailored for enterprises with data available within their infrastructure (Hadoop, Data Lakes, Oracle, SQL Server, PostgreSQL). Sold via custom/contact sales motion.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels6 records

Core offering

Indexima sells an AI Agent that automatically accelerates BI dashboard queries and reduces Snowflake compute costs. The product is delivered in two forms: a cloud-native native application distributed via the Snowflake Marketplace and an on-premises version for enterprises with data in Hadoop, Data Lakes, Oracle, SQL Server, and PostgreSQL. Pricing is tiered by monthly query volume (Free, Team, Business, Enterprise).

Product overview

Indexima is an AI-powered BI acceleration platform consisting of two core products: Indexima for Snowflake (cloud-native application available in Snowflake Marketplace) and Indexima On-Premises (for enterprise data environments including Hadoop, Data Lakes, Oracle, SQL Server, PostgreSQL). The platform features an AI Agent that automatically optimizes query performance through capabilities including Automatic Dynamic Tables (creates and maintains Snowflake Dynamic Tables), Automatic Query Redirection (routes queries to optimized tables), Liquid Partitioning (AI-driven adaptive partitioning), Automatic CTE Query Optimization (SQL restructuring), and Time Control (ensures data consistency). Supports BI tools including Tableau, Power BI, Looker, Metabase, and MicroStrategy with no connector or dashboard redesign required.

Differentiator

Problem solved

Functional benefit

Products and services

• Indexima for Snowflake AI-powered query acceleration platform that automatically optimizes BI queries on Snowflake by building aggregation layers, simplifying complex SQL queries, and partitioning data through Dynamic Tables. Sold as a native application in the Snowflake Marketplace on a freemium and tiered subscription basis.
• Indexima On-Premises

Quantifiable outcome

• Query performance boost up to 1000x (e-commerce client: 1100x improvement from 5 minutes to 270ms)
• +7 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration11 records

AI capability4 records

Feature9 records

Partnerships

One partnership is on record.

• SnowflakecoreTechnology or IntegrationStrategic partnership delivering Indexima as a native application in Snowflake Marketplace. The partnership enables seamless integration with Snowflake's Dynamic Tables, automatic query redirection, and smart partitioning within the Snowflake environment. Indexima's AI Agent leverages Snowflake's elastic architecture to optimize BI queries without requiring data to leave the Snowflake ecosystem.

Scale indicators8 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Kyligence: Kyligence provides AI-augmented analytics and query acceleration for cloud data warehouses, with automated aggregation and Smart OLAP technology. Highly comparable to Indexima's liquid partitioning and dynamic aggregation layer approach for BI workloads.
• AtScale: AtScale offers a semantic layer and query acceleration for cloud data warehouses, including AI-driven aggregate management. It is directly comparable as a BI optimization and caching layer sitting between BI tools and cloud warehouses.
• Varada (acquired by Palo Alto Networks): Varada offered query acceleration for cloud data warehouses using adaptive indexing. Directly comparable to Indexima in providing data-warehouse query performance optimization, though Varada has since been acquired.

Emerging players

• Brytlyt: Brytlyt provides GPU-accelerated analytics and query acceleration for BI and data warehousing. Comparable to Indexima in delivering significant query performance improvements for analytical workloads.
• Starburst: Starburst delivers a Trino-based query engine for data lakehouses and distributed sources, providing fast SQL analytics over large datasets. Comparable as a query acceleration and data access layer for analytics workloads.
• Dremio: Dremio offers a data lakehouse query engine with reflections-based query acceleration. Compares to Indexima in providing automatic acceleration structures and BI-friendly query performance over large analytical datasets.
• dbt Labs: dbt Labs provides data transformation and modeling tooling that improves analytics engineering workflows. Adjacent to Indexima in optimizing how BI is built on top of cloud warehouses, though dbt focuses on the modeling layer rather than runtime query optimization.
• Imply: Imply provides a real-time analytics database (Apache Druid-based) for sub-second query performance on large datasets. Adjacent comparable as a query-acceleration platform for analytics/BI use cases.

Broad incumbents

• Snowflake: Snowflake is the cloud data warehouse platform that Indexima optimizes. As a strategic partner and distribution channel (Marketplace), it is the most important ecosystem player; it is also a potential competitor as it builds native optimization features.
• Databricks: Databricks is a broad lakehouse platform with built-in Photon query engine and performance optimization. Comparable as a competing cloud data platform that addresses similar BI performance and cost problems natively.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• Xx.com/indexima

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors3 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 Indexima