This page provides details about Cube (organization,product) which was ranked #19 out of 122 in the list of brands (16 mentions (5.2% 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.
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.
[...] Data Science Roundup](http://roundup.fishtownanalytics.com/)** - Newsletter curated by Tristan Handy
- **[Chartio Data School](https://dataschool.com/)** - Free educational resources
- **[Count Blog](https://count.co/blog)** - Analytics and data notebooks content
### YouTube Channels
- **[Guy in a Cube](https://www.youtube.com/channel/UCFp1vaKzpfvoGai0vE5VJ0w)** - Power BI tutorials
- **[Tableau Tim](https://www.youtube.com/c/TableauTim)** - Tableau tutorials
- **[Seattle Data Guy](https://www.youtube.com/c/SeattleDataGuy)** - Data engineering content
- **[Data with Baraa](https://www.youtube.com [...]
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.
[...] om)
- **BI Elite** - [https://www.bi-elite.com](https://www.bi-elite.com)
- **Power BI Blog** - [https://powerbi.microsoft.com/en-us/blog/](https://powerbi.microsoft.com/en-us/blog/)
- **Tableau Blog** - [https://www.tableau.com/blog](https://www.tableau.com/blog)
### YouTube Channels
- **Guy in a Cube** (Power BI) - [https://www.youtube.com/channel/UCFp1vaKzpfvoGai0vE5VJ0w](https://www.youtube.com/channel/UCFp1vaKzpfvoGai0vE5VJ0w)
- **How to Power BI** - [https://www.youtube.com/@HowtoPowerBI](https://www.youtube.com/@HowtoPowerBI)
## Key Market Trends (2024)
1. **AI-Powered Analytics** - Natu [...]
December 30, 2025
[...] VJ0w)
- **How to Power BI** - [https://www.youtube.com/@HowtoPowerBI](https://www.youtube.com/@HowtoPowerBI)
## Key Market Trends (2024)
1. **AI-Powered Analytics** - Natural language querying, automated insights, generative BI
2. **Semantic Layers** - Universal metrics layer (dbt Semantic Layer, Cube.dev, AtScale)
3. **Embedded Analytics** - Analytics integrated directly into applications
4. **Real-time Analytics** - Shift from batch to streaming analytics
5. **Composable Data Stack** - Best-of-breed tools replacing monolithic platforms
6. **Analytics Engineering** - New role bridging data engi [...]
December 30, 2025
[...] posable Data Stack** - Best-of-breed tools replacing monolithic platforms
6. **Analytics Engineering** - New role bridging data engineering and analytics
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]( [...]
December 30, 2025
[...] Best-of-breed tools replacing monolithic platforms
6. **Analytics Engineering** - New role bridging data engineering and analytics
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) [...]
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.
[...] older workflows)
- [Lightdash](https://www.lightdash.com/) (BI aligned to analytics engineering; popular with [dbt](https://www.getdbt.com/) users)
- [Omni](https://www.omni.co/) (modern semantic layer + exploration)
- [Astrato](https://astrato.io/) (cloud-native BI, warehouse-first orientation)
- [Cube](https://cube.dev/) (semantic layer / metrics layer used to power multiple BI front-ends)
(If you share your data stack—e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), etc.—I can narrow this to the best-fit “m [...]
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.
[...] ### Data quality & observability (fast-growing must-have)
- **Monte Carlo** — [Monte Carlo](https://www.montecarlodata.com/)
- **Soda** — [Soda](https://www.soda.io/)
- **Great Expectations (open source)** — [Great Expectations](https://greatexpectations.io/)
### Semantic / headless BI
- **Cube** — [Cube](https://cube.dev/)
---
## 5) Reputable providers & ecosystems (the “where work happens”)
If you want to be employable quickly, being conversant in at least one major ecosystem helps.
- **Microsoft Azure** (Power BI / Fabric / Synapse ecosystem) — [Microsoft Azure](https://azure.micr [...]
December 30, 2025
[...] quality & observability (fast-growing must-have)
- **Monte Carlo** — [Monte Carlo](https://www.montecarlodata.com/)
- **Soda** — [Soda](https://www.soda.io/)
- **Great Expectations (open source)** — [Great Expectations](https://greatexpectations.io/)
### Semantic / headless BI
- **Cube** — [Cube](https://cube.dev/)
---
## 5) Reputable providers & ecosystems (the “where work happens”)
If you want to be employable quickly, being conversant in at least one major ecosystem helps.
- **Microsoft Azure** (Power BI / Fabric / Synapse ecosystem) — [Microsoft Azure](https://azure.microsoft.com/ [...]
December 30, 2025
[...] ** — [Alberto Cairo](https://albertocairo.com/)
- **Tamara Munzner** — [UBC profile page](https://www.cs.ubc.ca/~tmm/)
### Power BI / DAX (if you go the Microsoft route)
- **Marco Russo** — [SQLBI](https://www.sqlbi.com/)
- **Alberto Ferrari** — [SQLBI](https://www.sqlbi.com/)
- **Guy in a Cube** (practical Power BI channel) — [Guy in a Cube (YouTube)](https://www.youtube.com/@GuyinaCube)
### Data engineering fundamentals that strongly influence BI quality
- **Martin Kleppmann** — [Martin Kleppmann](https://martin.kleppmann.com/)
- **Wes McKinney** (pandas creator; relevant for analy [...]
December 30, 2025
[...] - **Tamara Munzner** — [UBC profile page](https://www.cs.ubc.ca/~tmm/)
### Power BI / DAX (if you go the Microsoft route)
- **Marco Russo** — [SQLBI](https://www.sqlbi.com/)
- **Alberto Ferrari** — [SQLBI](https://www.sqlbi.com/)
- **Guy in a Cube** (practical Power BI channel) — [Guy in a Cube (YouTube)](https://www.youtube.com/@GuyinaCube)
### Data engineering fundamentals that strongly influence BI quality
- **Martin Kleppmann** — [Martin Kleppmann](https://martin.kleppmann.com/)
- **Wes McKinney** (pandas creator; relevant for analytics workflows) — [Wes McKinney](https://wesmcki [...]
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.
[...] * **Kaggle**: Owned by Google, this is the premier site for data science competitions and public datasets. [Kaggle](https://www.kaggle.com/)
### 5. Notable Startups & Disruptors
These companies are currently changing how teams interact with data through "headless BI" or AI-driven insights.
* **Cube**: A leader in the "Semantic Layer" space, helping companies maintain consistent metrics. [Cube.dev](https://cube.dev/)
* **Hex**: A collaborative workspace for exploratory analytics and data science. [Hex.tech](https://hex.tech/)
* **MotherDuck**: A serverless data warehouse built on top of th [...]
December 30, 2025
[...] ic datasets. [Kaggle](https://www.kaggle.com/)
### 5. Notable Startups & Disruptors
These companies are currently changing how teams interact with data through "headless BI" or AI-driven insights.
* **Cube**: A leader in the "Semantic Layer" space, helping companies maintain consistent metrics. [Cube.dev](https://cube.dev/)
* **Hex**: A collaborative workspace for exploratory analytics and data science. [Hex.tech](https://hex.tech/)
* **MotherDuck**: A serverless data warehouse built on top of the popular DuckDB project. [MotherDuck](https://motherduck.com/)
* **ThoughtSpot**: Focusing on [...]
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.
[...] )
---
### 3. Emerging Startups & Trends
* **Generative BI**: Using LLMs to build dashboards. Startups like **Pyramid Analytics** [link](https://www.pyramidanalytics.com/) and **Veezoo** [link](https://www.veezoo.com/) are leading here.
* **Semantic Layers**: Decentralizing data definitions. **Cube** [link](https://cube.dev/) is a major player.
* **Notebook-based BI**: Moving away from dashboards toward data storytelling. **Hex** [link](https://hex.tech/) and **Deepnote** [link](https://deepnote.com/).
* **Metric Layers**: **MetricFlow** (acquired by dbt) is standardizing how metrics are [...]
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.
[...] ing*. [Brent Dykes](https://www Brentdykes.com/)
- **Ronald van Loon**: Top influencer in BI/data analytics (Forbes Top 10). [Ronald van Loon](https://ronaldvanloon.com/)
- **Kirk Borne**: Data scientist, astrophysicist-turned-BI thought leader. [Kirk Borne](https://www.kirkborne.net/)
- **Guy in a Cube** (Ryan Radia & Kevin Marco): Power BI YouTubers with practical tutorials. [Guy in a Cube YouTube](https://www.youtube.com/c/GuyInACube)
- **Tim Herbig**: BI consultant, podcaster on modern data stack. [Tim Herbig](https://timherbig.de/)
### Helpful Communities and Resources
- **Reddit**: r/Busin [...]
December 30, 2025
[...] BI/data analytics (Forbes Top 10). [Ronald van Loon](https://ronaldvanloon.com/)
- **Kirk Borne**: Data scientist, astrophysicist-turned-BI thought leader. [Kirk Borne](https://www.kirkborne.net/)
- **Guy in a Cube** (Ryan Radia & Kevin Marco): Power BI YouTubers with practical tutorials. [Guy in a Cube YouTube](https://www.youtube.com/c/GuyInACube)
- **Tim Herbig**: BI consultant, podcaster on modern data stack. [Tim Herbig](https://timherbig.de/)
### Helpful Communities and Resources
- **Reddit**: r/BusinessIntelligence, r/dataanalysis, r/tableau. [r/BusinessIntelligence](https://www.reddit.co [...]