Lightdash
Lightdash is an open-source AI-native business intelligence platform for modern data teams using dbt and cloud data warehouses. It provides conversational analytics, AI agents, and dashboards-as-code through a governed semantic layer, offered as MIT-licensed open-source, managed SaaS, or enterprise deployment.
- Company typePrivate
- Founded2021
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Lightdash does
Lightdash, founded in April 2021 (legally operating as Telescope Technology Limited, headquartered in London), is an open-source AI-native business intelligence platform built for modern data teams. The company serves data engineers, analysts, and business users at organizations whose analytics workflows are anchored in dbt and cloud data warehouses such as Snowflake, Databricks, and BigQuery. Lightdash's core technology combines a governed semantic layer (the "Context Layer") with AI Agents that autonomously build dashboards from natural language prompts, conversational analytics, BI-as-code workflows, and dashboards-as-code. The platform is dbt-native — Lightdash was the first BI tool to natively support dbt metrics (December 2021) — and supports multiple LLM providers (OpenAI, Anthropic, Azure, OpenRouter, AWS Bedrock) for its AI features.
The product surface spans the core Lightdash platform (dashboards, visualizations, semantic layer), AI Agents, Data Apps (prompt-built custom applications on governed data via E2B sandbox), the React SDK, Embedding, Pre-aggregates (DuckDB-served materialized results), Python SDK, Lightdash Cloud (managed SaaS), and Self-Hosted Lightdash (MIT-licensed open source for Docker/Kubernetes deployment). The go-to-market is hybrid: community-led open-source adoption (5,400+ GitHub stars, 2,594 Slack community members, 40 contributors in 2025) feeds a product-led self-serve cloud funnel, with enterprise field sales for AI Agents, embedding, custom roles, SCIM, on-premises deployment, and regulated-industry compliance.
The company monetizes through two subscription streams: Lightdash Cloud (managed SaaS, freemium with paid upgrades) and Enterprise Edition licensing for self-hosted/on-premises deployments. Enterprise features — AI Agents, custom roles, embedding, SCIM, FedRAMP-Ready, SOC 2 Type 2, and HIPAA — are gated behind paid subscriptions. Named enterprise customers include Workday, JustWatch, Octopus Energy, Motorway, Kroo Bank, Swappie, Copy.ai, Standard Metrics, and others, spanning technology, fintech, energy, banking, and e-commerce. As of December 2025, Lightdash had 58,153 users across 32 countries, had raised $19.4 million (October 2022 $8.4M seed and October 2024 $11M Series A, both led by Accel), and operates with a globally distributed team.
Lightdash firmographics
Firmographics- Name
- Lightdash
- Legal name
- Telescope Technology Limited
- Website
- https://lightdash.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Lightdash is an open-source AI-native business intelligence platform for modern data teams using dbt and cloud data warehouses. It provides conversational analytics, AI agents, and dashboards-as-code through a governed semantic layer, offered as MIT-licensed open-source, managed SaaS, or enterprise deployment.
- Ownership category
- akta.pro rank
Lightdash industry classification
Industry- Product category
- Business Intelligence Software
- NAICS
- Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Model Development & Training Platforms (AutoML, Notebooks, Feature Stores) (HDAEANAB)
Keywords
Where Lightdash is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Lightdash business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Lightdash Cloud (SaaS): Cloud-hosted version with tiered pricing based on features. Free tier available for individuals/small teams, with enterprise features (AI agents, custom roles, embedding, SCIM) requiring paid subscription.
- Enterprise On-Premises License: Enterprise Edition deployed on customer infrastructure with license key activation. Includes all enterprise features: AI agents, custom roles, embedding, MCP, caching, and FedRAMP-ready compliance.
- Open Source (MIT License): Core platform available as open-source under MIT license. Self-hosting is free but without warranty or support from the Lightdash team.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free tier for individuals and small teams |
| Subscription | Annual | Enterprise plan with advanced features |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels10 records
Lightdash product offering
Product offeringCore offering
Lightdash is an open-source, AI-native business intelligence platform that enables data teams to build dashboards, visualizations, and analytics using a governed semantic layer powered by dbt. The platform supports conversational analytics, AI agents that autonomously build dashboards from natural language prompts, BI-as-code workflows with version control and CI/CD, and flexible deployment via managed cloud or self-hosted enterprise installations.
Product overview
Lightdash is an open-source AI-native business intelligence platform built for modern data teams. The core platform (Lightdash) provides dashboards, visualizations, and analytics powered by a governed semantic layer that integrates natively with dbt. The platform architecture includes Lightdash Cloud (fully-managed SaaS) and Self-Hosted options for enterprise deployments. Key modules include AI Agents for autonomous dashboard building and conversational analytics, Data Apps for building custom applications on governed data, and the React SDK for embedding capabilities. The Semantic Layer serves as the foundation, ensuring consistent metrics across all outputs. Enterprise features include Pre-aggregates for performance optimization, embedding for external applications, and advanced AI capabilities. All offerings are MIT-licensed open source with optional Enterprise licensing for advanced features.
Differentiator
Problem solved
Functional benefit
Products and services
- Lightdash Cloud Cloud-hosted, fully managed SaaS version of the Lightdash BI platform with automatic updates, free tier for individuals/small teams, and enterprise features (AI agents, custom roles, embedding, SCIM) available via paid subscription. SOC 2 Type 2 and HIPAA compliant.
- Self-Hosted Lightdash (Enterprise Edition) Self-hosted deployment of Lightdash on customer infrastructure using Docker, Kubernetes, or Docker Compose. Available free under MIT license, with enterprise license unlocking AI agents, custom roles, embedding, MCP, caching, and FedRAMP-Ready compliance.
- React SDK Software development kit (@lightdash/sdk) distributed via npm, pnpm, and yarn for embedding Lightdash content (dashboards, charts, explores, AI agents) in React and Next.js applications with programmatic filters, custom styling, and JWT authentication.
- Python SDK Python software development kit for programmatic interaction with Lightdash, enabling data engineers to automate workflows and integrate Lightdash with Python-based data pipelines.
Quantifiable outcome
- 58,153 users across 32 countries by December 2025
- +2 more outcomes
Companies that use Lightdash
Customer profileNamed customers9 records
Segments5 records
Ideal customer profiles3 records
Lightdash technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration12 records
AI capability7 records
Feature9 records
Lightdash partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core.
- dbt LabscoreDeep integration with dbt for semantic layer and metrics. Lightdash was the first BI tool to natively support dbt metrics (December 2021). Core to the product's differentiation and target market.
- SnowflakecoreNative integration with Snowflake as a data warehouse option. Support for Snowflake OAuth and Cortex AI features.
- DatabrickscoreNative integration with Databricks as a data warehouse and lakehouse platform. Support for OAuth authentication and Unity Catalog.
- Google Cloud (BigQuery)coreIntegration with Google BigQuery as a warehouse option. Support for Google authentication and BigQuery SSO.
- SlackcoreDeep Slack integration for AI agents, scheduled deliveries, and team notifications. Enables conversational analytics via Slack channels.
- GitHubcoreGitHub integration for dbt project sync, version control workflows, and community collaboration. GitHub App authentication supported.
Scale indicators8 records
Recent moves7 records
Expansion highlights8 records
Lightdash competitors and assessment
Company assessmentDirect peers
- Mode Analytics: Mode Analytics is a SQL-native BI and analytics platform built for analysts. It competes with Lightdash by offering code-based reporting, dashboards, and now AI features for the modern data stack audience.
- Hex: Hex is a modern collaborative analytics and data science platform that combines notebooks, BI, and AI-native app building. It directly competes with Lightdash in serving technical data teams building AI-powered, code-first analytics with semantic context.
- Metabase: Metabase is an open-source BI tool popular with data teams for self-service analytics. It directly competes with Lightdash's open-source positioning, including similar PLG distribution, while Lightdash differentiates on dbt-native integration and AI agents.
- ThoughtSpot: ThoughtSpot is an AI-powered analytics platform that offers natural language search and AI-driven insights for business users. It overlaps with Lightdash's conversational analytics and AI agent positioning in the enterprise BI market.
- Sigma Computing: Sigma Computing is a cloud-native BI platform with a spreadsheet-style interface that combines self-service analytics with enterprise governance. It competes with Lightdash in the modern BI category with AI-driven features for business users.
- Preset (Apache Superset Cloud): Preset provides a managed cloud offering of Apache Superset, an open-source data exploration and visualization platform. It competes directly with Lightdash in the open-source BI category serving technical data teams.
Broad incumbents
- Tableau (Salesforce): Tableau is a broad incumbent BI and analytics platform owned by Salesforce, with deep enterprise distribution. It represents a primary competitive threat as it integrates Salesforce Einstein AI and Tableau GPT for AI-native analytics.
- Looker (Google Cloud): Looker is a well-established enterprise BI platform owned by Google Cloud, offering governed semantic modeling (LookML). It is Lightdash's primary incumbent competitor, particularly the Looker alternative narrative Lightdash uses to drive adoption.
- Microsoft Power BI: Power BI is Microsoft's enterprise BI platform, deeply embedded in the Microsoft enterprise software ecosystem. It is the dominant incumbent for many enterprises evaluating modern BI tools like Lightdash, especially with Copilot AI integration.
Emerging players
- Cube (Semantic Layer): Cube is a semantic layer platform for modern data applications that sits beneath BI tools. It is comparable to Lightdash as an emerging modern data stack vendor, with potential to be both a partner and competitor in semantic-layer-driven analytics.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Lightdash social profiles
Digital presenceLightdash compliance and trust
Trust signalCompliance3 records
Lightdash financial estimates
Financial estimateRevenue estimate
Valuation estimate
Lightdash leadership team
Management profileNumber of profiles
Profiles1 record
Lightdash funding detail
Funding detailFunding overview
Funding rounds4 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Lightdash M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Lightdash
What does Lightdash do?
Lightdash is an open-source, AI-native business intelligence platform that enables data teams to build dashboards, visualizations, and analytics using a governed semantic layer powered by dbt. The platform supports conversational analytics, AI agents that autonomously build dashboards from natural language prompts, BI-as-code workflows with version control and CI/CD, and flexible deployment via managed cloud or self-hosted enterprise installations.
Is Lightdash a public or private company?
Lightdash is a private company. It is classified as venture growth investor backed and is currently operating.
When was Lightdash founded?
Lightdash was founded in 2021. It employs 11 to 50 people.
Where is Lightdash based?
Lightdash is headquartered in San Francisco, United States, in the North America region.
How does Lightdash make money?
Three revenue lines are on record. Lightdash Cloud (SaaS) is the primary driver. The others are enterprise On-Premises License and open Source (MIT License).
Who are Lightdash's main competitors?
Direct peers on record are Mode Analytics, Hex, Metabase, ThoughtSpot, Sigma Computing and Preset (Apache Superset Cloud). Broad incumbents are Tableau (Salesforce), Looker (Google Cloud) and Microsoft Power BI. Cube (Semantic Layer) is listed as an emerging player.
Does Lightdash have an API?
Yes. Lightdash provides a REST API (v1) that allows developers to programmatically access and manage Lightdash resources including projects, dashboards, charts, spaces, saved queries, and more. The API supports authentication via personal access tokens, OAuth integrations (Google, GitHub, Okta, Azure AD, One Login, Databricks, Snowflake), and service accounts. API documentation is available at docs.lightdash.com/api-reference/v1/introduction. A TypeScript/React SDK (@lightdash/sdk) is available for embedding dashboards, charts, AI agents, and explores in React applications. Developer documentation is at docs.lightdash.com/api-reference/v1/introduction.
What industry is Lightdash in?
Lightdash's product category is Business Intelligence Software. Its primary akta.pro industry code is HDAEANAB, Model Development & Training Platforms (AutoML, Notebooks, Feature Stores). Its NAICS code is 54151 and its SIC code is 7370.