This page provides details about Lightdash (organization,product) which was ranked #40 out of 122 in the list of brands (11 mentions (2.2% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, X.AI Grok (latest)) when they were asked the following 3 questions: "What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.", "If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.", "What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." on Dec 30, 2025 by AI Chat Watch.
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] 25. **[Hex](https://hex.tech/)** - Collaborative data workspace
- Notebooks meet BI
- SQL, Python, R support
26. **[Sigma Computing](https://www.sigmacomputing.com/)** - Cloud-native spreadsheet-like BI
- Direct cloud data warehouse access
- Familiar spreadsheet interface
27. **[Lightdash](https://www.lightdash.com/)** - Open-source BI for dbt
- dbt-native approach
- Self-service analytics
28. **[Preset](https://preset.io/)** - Managed Apache Superset
- Cloud-hosted Superset
- Collaborative features
29. **[Omni](https://omni.co/)** - Modern BI platform
- Centra [...]
December 30, 2025
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] tors
### Emerging Platforms
- **[Hex](https://hex.tech/)** - Collaborative data workspace
- **[Deepnote](https://deepnote.com/)** - Collaborative data science notebook
- **[Count](https://count.co/)** - Canvas-based data notebook
- **[Omni](https://omni.co/)** - Semantic layer and BI platform
- **[Lightdash](https://www.lightdash.com/)** - Open-source BI for dbt
- **[Evidence](https://evidence.dev/)** - Code-based BI tool
- **[Preset](https://preset.io/)** - Managed Apache Superset platform
- **[Explo](https://www.explo.co/)** - Customer-facing analytics
### Reverse ETL & Data Activation
- **[Census] [...]
December 30, 2025
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] cquired by Databricks)
## Emerging Trends & Next-Generation Tools
### Modern Data Stack Players
- **dbt (Data Build Tool)** - [https://www.getdbt.com](https://www.getdbt.com) - Analytics engineering transformation
- **Hex** - [https://hex.tech](https://hex.tech) - Collaborative data workspace
- **Lightdash** - [https://www.lightdash.com](https://www.lightdash.com) - Open-source BI for dbt
- **Observable** - [https://observablehq.com](https://observablehq.com) - Collaborative data notebooks
- **Mode Analytics** - [https://mode.com](https://mode.com) - Analytics platform for data teams (acquired by Tho [...]
December 30, 2025
[...] Emerging Trends & Next-Generation Tools
### Modern Data Stack Players
- **dbt (Data Build Tool)** - [https://www.getdbt.com](https://www.getdbt.com) - Analytics engineering transformation
- **Hex** - [https://hex.tech](https://hex.tech) - Collaborative data workspace
- **Lightdash** - [https://www.lightdash.com](https://www.lightdash.com) - Open-source BI for dbt
- **Observable** - [https://observablehq.com](https://observablehq.com) - Collaborative data notebooks
- **Mode Analytics** - [https://mode.com](https://mode.com) - Analytics platform for data teams (acquired by ThoughtSpot)
### AI-Powered A [...]
December 30, 2025
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] ---
## 9) Notable startups disrupting Analytics & BI (worth watching)
A few that come up often in modern teams:
- **Hex** (collab analytics notebooks for teams) — [Hex](https://hex.tech/)
- **Sigma Computing** (cloud-native spreadsheet-like BI) — [Sigma](https://www.sigmacomputing.com/)
- **Lightdash** (open source BI, dbt-friendly) — [Lightdash](https://www.lightdash.com/)
- **Evidence** (BI as code) — [Evidence](https://evidence.dev/)
- **Preset** (managed Superset) — [Preset](https://preset.io/)
- **MotherDuck** (DuckDB-powered analytics platform) — [MotherDuck](https://motherduck.com/ [...]
December 30, 2025
[...] tics & BI (worth watching)
A few that come up often in modern teams:
- **Hex** (collab analytics notebooks for teams) — [Hex](https://hex.tech/)
- **Sigma Computing** (cloud-native spreadsheet-like BI) — [Sigma](https://www.sigmacomputing.com/)
- **Lightdash** (open source BI, dbt-friendly) — [Lightdash](https://www.lightdash.com/)
- **Evidence** (BI as code) — [Evidence](https://evidence.dev/)
- **Preset** (managed Superset) — [Preset](https://preset.io/)
- **MotherDuck** (DuckDB-powered analytics platform) — [MotherDuck](https://motherduck.com/)
- **Firebolt** (analytics warehouse) — [Fi [...]
December 30, 2025
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] merging / newer-generation BI & analytics products (often evaluated alongside incumbents)
- [Hex](https://hex.tech/) (collaborative analytics)
- [Sigma Computing](https://www.sigmacomputing.com/) (spreadsheet-like BI on cloud warehouses)
- [Evidence](https://evidence.dev/) (developer-centric BI)
- [Lightdash](https://www.lightdash.com/) (open-source BI)
- [Preset](https://preset.io/) (managed [Apache Superset](https://superset.apache.org/))
- [Rill](https://www.rilldata.com/) (operational/real-time analytics UX)
---
## 7) Major conferences & events (where the industry meets)
Vendor flagships:
- [Tabl [...]
December 30, 2025
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] //hex.tech/)
- **Sigma Computing**: Excel-like interface on data warehouses. [Site](https://www.sigmacomputing.com/)
- **dbt Labs** (data build tool): Analytics engineering pipeline. [Site](https://www.getdbt.com/)
- **Atlan**: Active metadata platform for data teams. [Site](https://atlan.com/)
- **Lightdash**: Open-source BI on dbt. [Site](https://lightdash.com/)
- **Evidence**: Markdown-based BI dashboards. [Site](https://useevidence.com/)
Funded recently: Perplexity AI (search analytics) [site](https://www.perplexity.ai/), but more AI-focused.
### Major Industry Events and Conferences
Key gatherin [...]
December 30, 2025
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] o-code BI:
- **ThoughtSpot**: AI-powered search-driven analytics. [ThoughtSpot](https://www.thoughtspot.com/)
- **Sigma Computing**: Spreadsheet-like interface on data warehouses. [Sigma](https://www.sigmacomputing.com/)
- **Hex**: Collaborative notebooks for data apps. [Hex](https://hex.tech/)
- **Lightdash**: Open-source BI on dbt. [Lightdash](https://www.lightdash.com/)
- **Evidence**: Open-source reporting from SQL. [Evidence](https://www.evidence.dev/)
### Key Publications and Media Channels
- **Gartner**: Research reports like Magic Quadrants. [Gartner Analytics](https://www.gartner.com/en/info [...]
December 30, 2025
[...] red search-driven analytics. [ThoughtSpot](https://www.thoughtspot.com/)
- **Sigma Computing**: Spreadsheet-like interface on data warehouses. [Sigma](https://www.sigmacomputing.com/)
- **Hex**: Collaborative notebooks for data apps. [Hex](https://hex.tech/)
- **Lightdash**: Open-source BI on dbt. [Lightdash](https://www.lightdash.com/)
- **Evidence**: Open-source reporting from SQL. [Evidence](https://www.evidence.dev/)
### Key Publications and Media Channels
- **Gartner**: Research reports like Magic Quadrants. [Gartner Analytics](https://www.gartner.com/en/information-technology/insights/data-anal [...]