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Kubit›
Products & Services
AddedMay 30, 2026
UpdatedJun 15, 2026
Warehouse-Native Product Analytics

Kubit› offers Warehouse-Native Product Analytics

Product
Currently Offered

Kubit is an agent analytics platform that maps user behavior and intent to LLM traces for debugging AI agents.

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Overview

Kubit provides a warehouse-native product analytics platform that connects directly to cloud data warehouses without requiring ETL. Product teams use Kubit to analyze user behavior, measure campaigns and A/B tests, and drive engagement and retention through self-service analytics.

In 2025, Kubit launched Ask Kubit, a conversational AI interface powered by the Lumos AI engine that answers natural-language questions directly from governed warehouse data. The platform integrates with Claude Code and Cursor via MCP, feeding user intent and behavioral context into coding agents to enable debugging and optimization without switching tools. Kubit also supports major LLM observability frameworks including Langfuse, LangSmith, Arize, and OpenTelemetry.

Warehouse-Native Product Analytics - Classification

Industry
  • Analytics

Warehouse-Native Product Analytics - Direct Competitors

  • Mixpanel

    Mixpanel logo

    Product Analytics

    mixpanel.com

  • Amplitude

    Amplitude logo

    Product Analytics Platform

    amplitude.com

AttributeWarehouse-Native Product AnalyticsProduct AnalyticsProduct Analytics Platform
ProviderKubitkubit.ai$22.8M raised · Series AMixpanelmixpanel.com$277M raised · Series CAmplitudeamplitude.com$17k raised · Pre-Seed
Founded201820092012
Sells ToEnterprise—Enterprise, Small Business
Pricing ModelRecurringRecurringRecurring
OwnershipVenture CapitalPrivate Equity, Venture CapitalEquity, Venture Capital
Warehouse-Native Product Analytics

Provider Kubitkubit.ai$22.8M raised · Series A

Founded 2018

Sells To Enterprise

Pricing Model Recurring

Ownership Venture Capital

Product Analytics

Provider Mixpanelmixpanel.com$277M raised · Series C

Founded 2009

Sells To —

Pricing Model Recurring

Ownership Private Equity, Venture Capital

Product Analytics Platform

Provider Amplitudeamplitude.com$17k raised · Pre-Seed

Founded 2012

Sells To Enterprise, Small Business

Pricing Model Recurring

Ownership Equity, Venture Capital

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