---
title: Kubit - Enterprise Analytics
description: Enterprise product analytics you can inspect. Kubit queries Snowflake, Databricks, and BigQuery directly, with no black boxes or data duplication.
image: https://info.kubit.co/hubfs/go-from-legacy-to-legendary-1.png
---

[![KUBIT_Logo](https://info.kubit.co/hubfs/KUBIT_Logo.svg)](https://kubit.ai/)

# Analytics you can audit, not just accept

 Kubit is built for enterprise teams that need verifiable analytics. Kubit queries Snowflake, Databricks, and BigQuery directly, with no black boxes or data copies.

- **Zero-copy architecture:** No more data duplication, ETL pipelines, or "data drift" — kubit queries your warehouse directly.
- **Agentic AI insights:** Empower your team to ask complex questions in plain english and get instant, verifiable answers with full SQL transparency.
- **Predictable economics:** Scale without the penalty of "per-event" pricing or seat-based costs.
- **Built for velocity:** Deploy in minutes with no sdk required and get value within days, not months.

### Powering the next generation of data- driven enterprises

[![Logo-Slider](https://info.kubit.co/hubfs/2026-landing/brands/Logo-Slider.png)](https://kubit.ai/case-studies/miro-case-study/)

![Logo-Slider-1](https://info.kubit.co/hubfs/2026-landing/brands/Logo-Slider-1.png)

[![Logo-Slider-2](https://info.kubit.co/hubfs/2026-landing/brands/Logo-Slider-2.png)](https://kubit.ai/case-studies/vix-case-study/)

![Logo-Slider-3](https://info.kubit.co/hubfs/2026-landing/brands/Logo-Slider-3.png)

[![Logo-Slider-4](https://info.kubit.co/hubfs/2026-landing/brands/Logo-Slider-4.png)](https://kubit.ai/case-studies/thrive/)

![Logo-Slider-5](https://info.kubit.co/hubfs/2026-landing/brands/Logo-Slider-5.png)

#### Vix 10x'ed their teams' data access by integrating directly with their warehouse

## 4 X

increase in platform adoption

## 26 %

boost in trial-to-paid conversion

## 3,500 +

queries per month

## Kubit vs legacy analytics providers

![Kubit](https://info.kubit.co/hubfs/2026-landing/logo-black.png) Warehouse-native

- **Zero-copy**
  
  Directly queries your warehouse (Snowflake, etc.).
- **SQL transparency**
  
  See the logic behind every single answer.
- **Predictable pricing**
  
  Unlimited events and anonymous users.
- **Real-time access**
  
  Analytics are as fresh as your warehouse data.
- **Eliminate the middle-man**
  
  Pay only your CDW cost – Kubit never stores or charges for your event volume.
- **Data governance**
  
  Your data never leaves your environment; security is inherited from your CDW.

Legacy digital analytics

- **Data silos**
  
  Requires manual ETL and data duplication.
- **Black box logic**
  
  Proprietary schemas you can't verify.
- **The "data tax"**
  
  Pay for event volume and storage twice.
- **Data latency**
  
  Insights are delayed by batch processing.
- **The "mirror mode" trap**
  
  Pay twice for storage and data egress fees to mirror your warehouse data.
- **Security risk**
  
  Requires granting external vendors full production data access.

[Request a demo](https://kubit.ai/contact/)

## How it works: Zero-copy architecture

CDP

![1](https://info.kubit.co/hubfs/2026-landing/work/cdp/1.png)

![2](https://info.kubit.co/hubfs/2026-landing/work/cdp/2.png)

![3](https://info.kubit.co/hubfs/2026-landing/work/cdp/3.png)

![4](https://info.kubit.co/hubfs/2026-landing/work/cdp/4.png)

CRM

![1](https://info.kubit.co/hubfs/2026-landing/work/crm/1.png)

![2](https://info.kubit.co/hubfs/2026-landing/work/crm/2.png)

![3](https://info.kubit.co/hubfs/2026-landing/work/crm/3.png)

Marketing

![1](https://info.kubit.co/hubfs/2026-landing/work/marketing/1.png)

![2](https://info.kubit.co/hubfs/2026-landing/work/marketing/2.png)

![3](https://info.kubit.co/hubfs/2026-landing/work/marketing/3.png)

![4](https://info.kubit.co/hubfs/2026-landing/work/marketing/4.png)

Experimentation

![1](https://info.kubit.co/hubfs/2026-landing/work/experimentation/1.png)

![2](https://info.kubit.co/hubfs/2026-landing/work/experimentation/2.png)

![3](https://info.kubit.co/hubfs/2026-landing/work/experimentation/3.png)

![KUBIT_Logo](https://info.kubit.co/hubfs/KUBIT_Logo.png)

Revenue Analytics

 Churn

 LTV

 Subscription

Growth Analytics

 Conversion

 Experiment

 Acquisition

 Campaign

Product Analytics

 Query

 Funnel

 Path

 Retention

Customer Analytics

 Retention

 Cohort

 Engagement

#### Connect

Kubit links to your cloud data warehouse in minutes via JDBC.

#### Model

A domain-specific semantic layer adds business context without moving data.

#### Analyze

Your teams get trusted funnel, cohort, and retention insights instantly.

#### Govern

Maintain 100% control over security, masking, and audit trails.

MEET LUMOS: YOUR ON-CALL AI ANALYST

## Harness the value of Agentic AI

 Kubit AI agents aren't magic, but they feel like it. Instead of waiting for a data analyst to clear a Jira ticket, anyone can ask questions in plain English.

- **Explainable Answers:** Lumos doesn't just give a number; it explains the why and shows the SQL.
- **Anomaly Investigation:** Automatically scans your warehouse to investigate metric drops.
- **MCP Ready:** Access Kubit insights directly within Claude, ChatGPT, or Cursor using our Enterprise MCP Server.

![50-50-image](https://info.kubit.co/hubfs/2026-landing/50-50-image.png)

## Go from legacy to legendary

Join the 50+ enterprise teams moving at the speed of their data.

[Book your 1:1 walkthrough](https://kubit.ai/contact/)

![go-from-legacy-to-legendary](https://info.kubit.co/hubfs/2026-landing/go-from-legacy-to-legendary.png)

Follow us

- [Linkedin](https://www.linkedin.com/company/kubit-ai)
- [YouTube](https://www.youtube.com/@kubit_ai)

![kubit-white-logo](https://info.kubit.co/hubfs/2026-landing/kubit-white-logo.png)

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