This page provides details about Sigma Computing (organization,product) which was ranked #17 out of 122 in the list of brands (14 mentions (5.6% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (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.
[...] www.sas.com/en_us/software/visual-analytics.html)** - Enterprise analytics
- Advanced analytics
- Industry-specific solutions
## Promising Startups and New Entrants
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 [...]
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.
[...] ern Cloud-Native Solutions
- **[Looker](https://cloud.google.com/looker)** (Google Cloud) - Data exploration and modeling platform
- **[Domo](https://www.domo.com/)** - Cloud-native business intelligence platform
- **[ThoughtSpot](https://www.thoughtspot.com/)** - AI-powered search & analytics
- **[Sigma Computing](https://www.sigmacomputing.com/)** - Cloud-native spreadsheet-like BI tool
- **[Metabase](https://www.metabase.com/)** - Open-source business intelligence
## Data Warehouse & Storage Platforms
- **[Snowflake](https://www.snowflake.com/)** - Cloud data platform
- **[Google BigQuery](https://cloud [...]
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.
[...] tics
7. **Data Democratization** - Self-service BI with governance
8. **Headless BI** - API-first analytics platforms
### Additional Modern Tools
- **Cube.dev** - [https://cube.dev](https://cube.dev) - Semantic layer platform
- **Omni** - [https://omni.co](https://omni.co) - Modern BI platform
- **Sigma Computing** - [https://www.sigmacomputing.com](https://www.sigmacomputing.com) - Spreadsheet-like BI interface
- **Preql** - [https://www.preql.com](https://www.preql.com) - Real-time analytics
This industry is experiencing rapid transformation driven by cloud adoption, AI integration, and the modern data s [...]
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.
[...] ight dashboards and sharing)
- [Azure (Microsoft Fabric)](https://www.microsoft.com/en-us/microsoft-fabric) (end-to-end analytics platform that tightly pairs with [Power BI](https://powerbi.microsoft.com/))
### “Modern BI” / operational & collaborative analytics (fast, SQL-centric, cloud-first)
- [Sigma Computing](https://www.sigmacomputing.com/) (spreadsheet-like UX on cloud warehouses)
- [ThoughtSpot](https://www.thoughtspot.com/) (search/AI-driven analytics; also acquired [Mode](https://mode.com/))
- [Domo](https://www.domo.com/) (business apps + dashboards; strong for operational distribution)
### Embe [...]
December 30, 2025
[...] t.com/)
- **GCP-centric + governed metrics**: [Looker](https://cloud.google.com/looker) (often alongside [BigQuery](https://cloud.google.com/bigquery))
- **Visualization-first business adoption**: [Tableau](https://www.tableau.com/)
- **Warehouse-first self-service (Snowflake/BigQuery/Redshift)**: [Sigma Computing](https://www.sigmacomputing.com/) or [ThoughtSpot](https://www.thoughtspot.com/)
- **Embedded analytics in a product**: [Sisense](https://www.sisense.com/) or [GoodData](https://www.gooddata.com/)
- **Open-source + control**: [Apache Superset](https://superset.apache.org/) or [Metabase](https://www [...]
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.
[...] t** — [Gartner Data & Analytics Summit](https://www.gartner.com/en/conferences/na/data-analytics-us)
---
## 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 [...]
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.
[...] oud.html)
- [IBM Cognos Analytics](https://www.ibm.com/products/cognos-analytics)
- [Oracle Analytics Cloud](https://www.oracle.com/business-analytics/)
- [MicroStrategy](https://www.microstrategy.com/)
Fast-growing modern BI products that compete heavily in cloud data warehouse-centric stacks:
- [Sigma Computing](https://www.sigmacomputing.com/)
- [ThoughtSpot](https://www.thoughtspot.com/)
- [Domo](https://www.domo.com/)
- [Sisense](https://www.sisense.com/)
- [Mode](https://mode.com/)
- [Hex](https://hex.tech/)
Open-source BI / visualization options:
- [Apache Superset](https://superset.apache.org/)
- [ [...]
December 30, 2025
[...] en-us/microsoft-fabric)
- **Best for enterprise visualization breadth & ecosystem**: [Tableau](https://www.tableau.com/)
- **Best for governed modeling + semantic consistency in Google ecosystems**: [Looker](https://cloud.google.com/looker)
- **Best spreadsheet-like cloud analysis on warehouses**: [Sigma Computing](https://www.sigmacomputing.com/)
- **Best for search/AI-driven analysis experiences**: [ThoughtSpot](https://www.thoughtspot.com/)
- **Best open-source BI for teams that can self-host**: [Apache Superset](https://superset.apache.org/) and [Metabase](https://www.metabase.com/)
For third-party comp [...]
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.
[...] m/)
* **Looker (Google Cloud)**: A modern data platform that provides a unified semantic layer for data. [Looker Official Site](https://cloud.google.com/looker)
* **ThoughtSpot**: A leader in AI-powered search and "Live Analytics." [ThoughtSpot Official Site](https://www.thoughtspot.com/)
* **Sigma Computing**: A cloud-native analytics platform designed for large-scale data in Snowflake or Databricks. [Sigma Computing](https://www.sigmacomputing.com/)
### 2. Top Service Providers and Consultancies
These firms specialize in implementing BI strategy, data engineering, and platform migration.
* **Slal [...]
December 30, 2025
[...] er Official Site](https://cloud.google.com/looker)
* **ThoughtSpot**: A leader in AI-powered search and "Live Analytics." [ThoughtSpot Official Site](https://www.thoughtspot.com/)
* **Sigma Computing**: A cloud-native analytics platform designed for large-scale data in Snowflake or Databricks. [Sigma Computing](https://www.sigmacomputing.com/)
### 2. Top Service Providers and Consultancies
These firms specialize in implementing BI strategy, data engineering, and platform migration.
* **Slalom**: A global consulting firm with deep expertise in Tableau and AWS/Azure data stacks. [Slalom Data & AI](http [...]
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.
[...] composable analytics (per CB Insights [BI report](https://www.cbinsights.com/research/report/business-intelligence-trends/) and Crunchbase [BI startups](https://www.crunchbase.com/hub/business-intelligence-startups)):
- **Hex**: Collaborative data notebooks with apps. [Site](https://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 d [...]
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.
[...] s World**: Europe-focused. [BI & Analytics World](https://bi-analytics-world.com/)
### Notable Startups Disrupting the Space
Emerging players focusing on AI-driven, collaborative, or no-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. [Evid [...]
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.
[...] ](https://www.kaushik.net/avinash/)
- **Howard Dresner**: BI industry pioneer. [Dresner Advisory Services](https://www.dresneradvisory.com/)
- **Ronald van Loon**: Top influencer per various lists. [Ronald van Loon](https://www.ronaldvanloon.com/)
### Emerging Startups and Trends
**Startups**:
- **Sigma Computing**: Spreadsheet-like BI on data warehouses. [Sigma](https://www.sigmacomputing.com/)
- **Hex**: Collaborative data notebooks for teams. [Hex](https://hex.tech/)
- **dbt Labs**: Analytics engineering (data build tool). [dbt](https://www.getdbt.com/)
- **AtScale**: Semantic layer for BI. [AtScale](htt [...]