This page provides details about Snowflake (organization,product) which was ranked #3 out of 122 in the list of brands (36 mentions (36.3% 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.
[...] ics)** - Enterprise BI and reporting
- AI-assisted insights
- Robust governance features
10. **[MicroStrategy](https://www.microstrategy.com/)** - Enterprise analytics and mobility
- HyperIntelligence overlay
- Strong security features
### Modern Data Stack & Cloud Analytics
11. **[Snowflake](https://www.snowflake.com/)** - Cloud data platform with analytics capabilities
- Data warehouse foundation
- Native data sharing
12. **[Databricks](https://www.databricks.com/)** - Unified analytics platform
- Lakehouse architecture
- Delta Lake technology
13. **[Google BigQuery [...]
December 30, 2025
[...] Product announcements
- Community networking
56. **[Microsoft Build](https://build.microsoft.com/)** - Developer conference
- Power BI updates and sessions
57. **[Google Cloud Next](https://cloud.withgoogle.com/next)** - Cloud platform conference
- BigQuery and Looker sessions
58. **[Snowflake Summit](https://www.snowflake.com/summit/)** - Data cloud conference
- User presentations
- Partner ecosystem
59. **[Databricks Data + AI Summit](https://www.databricks.com/dataaisummit/)** - Lakehouse platform event
- Technical sessions
- Industry use cases
60. **[AWS re:Invent]( [...]
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.
[...] [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.google.com/bigquery)** - Serverless data warehouse
- **[Amazon Redshift](https://aws.amazon.com/redshift/)** - Cloud data warehouse
- **[Databricks](https://www.databricks.com/)** - Lakehouse platform combining [...]
December 30, 2025
[...] nagement Association
- **[Data Science Central](https://www.datasciencecentral.com/)** - Online community
## Conferences & Events
### Major Industry Conferences
- **[Gartner Data & Analytics Summit](https://www.gartner.com/en/conferences/na/data-analytics-us)** - Premier analytics conference
- **[Snowflake Summit](https://www.snowflake.com/summit/)** - Annual data cloud event
- **[Microsoft Build](https://build.microsoft.com/)** - Includes Power BI announcements
- **[Tableau Conference](https://www.tableau.com/community/conference)** - Annual user conference
- **[Google Cloud Next](https://cloud.with [...]
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.
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.
Below is a practical “landscape map” of today’s Analytics & BI space (tools, vendors, services, people, events, communities, and media). Because “best” depends heavily on your stack (Microsoft/AWS/GCP/Snowflake/Databricks), governance needs, and whether you want self-service BI vs. embedded/operational analytics, I’ve grouped options by common buying patterns.
For background terminology: [Business intelligence (BI)](https://en.wikipedia.org/wiki/Business_intelligence)
---
## 1) Leading BI & Analytics p [...]
December 30, 2025
[...] t.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 “modern stack” combinations.)
---
## 4) Top companies & service providers (implementation, governance, strategy)
Large global firms that [...]
December 30, 2025
[...] ce](https://www.tableau.com/events/conference) ([Salesforce](https://www.salesforce.com/) ecosystem)
- [Microsoft Fabric Community Conference](https://www.fabricconf.com/) (Microsoft BI/Fabric community event)
- [Qlik Connect](https://www.qlik.com/us/events/qlik-connect) (Qlik’s main conference)
- [Snowflake Summit](https://www.snowflake.com/summit/) ([Snowflake](https://www.snowflake.com/) ecosystem)
- [Databricks Data + AI Summit](https://www.databricks.com/dataaisummit) ([Databricks](https://www.databricks.com/) ecosystem)
- [AWS re:Invent](https://reinvent.awsevents.com/) (analytics track includes [...]
December 30, 2025
[...] orce](https://www.salesforce.com/) ecosystem)
- [Microsoft Fabric Community Conference](https://www.fabricconf.com/) (Microsoft BI/Fabric community event)
- [Qlik Connect](https://www.qlik.com/us/events/qlik-connect) (Qlik’s main conference)
- [Snowflake Summit](https://www.snowflake.com/summit/) ([Snowflake](https://www.snowflake.com/) ecosystem)
- [Databricks Data + AI Summit](https://www.databricks.com/dataaisummit) ([Databricks](https://www.databricks.com/) ecosystem)
- [AWS re:Invent](https://reinvent.awsevents.com/) (analytics track includes [Amazon QuickSight](https://aws.amazon.com/quicksight/) [...]
December 30, 2025
[...] ower BI](https://powerbi.microsoft.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 [...]
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.
[...] nt category:
- **Excel** (still everywhere in BI) — [Microsoft Excel](https://www.microsoft.com/microsoft-365/excel)
---
## 3) Data platforms you should recognize (warehouses / lakehouse)
You don’t need to “pick one” immediately, but you should know the landscape.
**Cloud data warehouses**
- **Snowflake** — [Snowflake](https://www.snowflake.com/)
- **Google BigQuery** — [BigQuery](https://cloud.google.com/bigquery)
- **Amazon Redshift** — [Amazon Redshift](https://aws.amazon.com/redshift/)
- **Azure Synapse Analytics** — [Azure Synapse Analytics](https://azure.microsoft.com/products/synapse- [...]
December 30, 2025
[...] **Excel** (still everywhere in BI) — [Microsoft Excel](https://www.microsoft.com/microsoft-365/excel)
---
## 3) Data platforms you should recognize (warehouses / lakehouse)
You don’t need to “pick one” immediately, but you should know the landscape.
**Cloud data warehouses**
- **Snowflake** — [Snowflake](https://www.snowflake.com/)
- **Google BigQuery** — [BigQuery](https://cloud.google.com/bigquery)
- **Amazon Redshift** — [Amazon Redshift](https://aws.amazon.com/redshift/)
- **Azure Synapse Analytics** — [Azure Synapse Analytics](https://azure.microsoft.com/products/synapse-analytics/) [...]
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.
[...] ce BI / visualization options:
- [Apache Superset](https://superset.apache.org/)
- [Metabase](https://www.metabase.com/)
- [Redash](https://redash.io/) (project site)
### B) Cloud data platforms that increasingly “own” analytics
Cloud data warehouses / lakehouse platforms that anchor BI stacks:
- [Snowflake](https://www.snowflake.com/)
- [Databricks](https://www.databricks.com/)
- [Google BigQuery](https://cloud.google.com/bigquery)
- [Amazon Redshift](https://aws.amazon.com/redshift/)
- [Azure Synapse Analytics](https://azure.microsoft.com/en-us/products/synapse-analytics/) (and [Microsoft Fabric](ht [...]
[...] - [Rill](https://www.rilldata.com/) (operational/real-time analytics UX)
---
## 7) Major conferences & events (where the industry meets)
Vendor flagships:
- [Tableau Conference](https://www.tableau.com/events/conference)
- [Databricks Data + AI Summit](https://www.databricks.com/dataaisummit)
- [Snowflake Summit](https://www.snowflake.com/summit/)
- [AWS re:Invent](https://reinvent.awsevents.com/)
- [Google Cloud Next](https://cloud.withgoogle.com/next)
- [Microsoft Ignite](https://ignite.microsoft.com/)
- [Qlik Connect](https://www.qlik.com/us/events/qlik-connect)
- [Oracle CloudWorld](https://www. [...]
December 30, 2025
[...] ps://www.analyticsvidhya.com/)
Analyst research (paid, but widely referenced in buying cycles):
- [Gartner](https://www.gartner.com/)
- [Forrester](https://www.forrester.com/)
Vendor engineering blogs (often where new features first appear):
- [Databricks Blog](https://www.databricks.com/blog)
- [Snowflake Blog](https://www.snowflake.com/blog/)
- [Microsoft Power BI Blog](https://powerbi.microsoft.com/en-us/blog/)
- [Google Cloud Blog](https://cloud.google.com/blog)
- [AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/)
---
### If you tell me your context, I can tailor this map
1) Are you lo [...]
December 30, 2025
[...] log](https://cloud.google.com/blog)
- [AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/)
---
### If you tell me your context, I can tailor this map
1) Are you looking at this as a **buyer**, **job seeker**, **investor**, or **builder**?
2) What’s your “home base” platform today (e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), [Microsoft Fabric](https://www.microsoft.com/en-us/microsoft-fabric))?
3) Primary use case: finance BI, product analytics, operational analytics, embedded analytics, or real-tim [...]
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.
[...] ntic 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.
* **Slalom**: A global consulting firm with deep expertise in Tableau and AWS/Azure data [...]
December 30, 2025
[...] eau Conference**: An annual gathering of thousands of data visualization enthusiasts. [Tableau Conference Official](https://www.salesforce.com/plus/experience/tableau_conference_2024)
* **Big Data LDN**: The UK's leading data, analytics, and AI event. [Big Data LDN](https://bigdataldn.com/)
* **Snowflake Summit**: Focused on the "Data Cloud" and the applications built on top of it. [Snowflake Summit](https://www.snowflake.com/summit/)
### 6. Active Communities and Forums
* **Reddit r/BusinessIntelligence**: A primary hub for professionals to discuss tools and career advice. [r/BusinessIntelligen [...]
December 30, 2025
[...] leau Conference Official](https://www.salesforce.com/plus/experience/tableau_conference_2024)
* **Big Data LDN**: The UK's leading data, analytics, and AI event. [Big Data LDN](https://bigdataldn.com/)
* **Snowflake Summit**: Focused on the "Data Cloud" and the applications built on top of it. [Snowflake Summit](https://www.snowflake.com/summit/)
### 6. Active Communities and Forums
* **Reddit r/BusinessIntelligence**: A primary hub for professionals to discuss tools and career advice. [r/BusinessIntelligence](https://www.reddit.com/r/BusinessIntelligence/)
* **The Localization Analytics Commu [...]
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.
[...] tableau.com/)
* **Looker (Google Cloud)**: Known for its unique modeling language (LookML) that centralizes data definitions. [Looker Official](https://cloud.google.com/looker)
### 2. The Modern Data Stack (Infrastructure & Storage)
To do analytics, you need a place to store and move data.
* **Snowflake**: An industry-leading cloud data warehouse that decoupled storage from compute. [Snowflake Official](https://www.snowflake.com/)
* **Databricks**: The pioneer of the "Data Lakehouse" architecture, specializing in big data and AI. [Databricks Official](https://www.databricks.com/)
* **dbt (data [...]
December 30, 2025
[...] that centralizes data definitions. [Looker Official](https://cloud.google.com/looker)
### 2. The Modern Data Stack (Infrastructure & Storage)
To do analytics, you need a place to store and move data.
* **Snowflake**: An industry-leading cloud data warehouse that decoupled storage from compute. [Snowflake Official](https://www.snowflake.com/)
* **Databricks**: The pioneer of the "Data Lakehouse" architecture, specializing in big data and AI. [Databricks Official](https://www.databricks.com/)
* **dbt (data build tool)**: The standard tool for data transformation and modeling within the warehouse. [...]
December 30, 2025
[...] Events & Conferences
* **Tableau Conference (TC)**: Massive annual gathering for visualization fans. [Tableau Events](https://www.tableau.com/community/events)
* **Coalesce (by dbt Labs)**: The premier conference for analytics engineering. [Coalesce Info](https://www.getdbt.com/coalesce)
* **Snowflake Summit**: Focused on cloud data warehousing and the future of data apps. [Snowflake Summit](https://www.snowflake.com/summit/)
* **Databricks Data + AI Summit**: The go-to event for those interested in the intersection of big data and Spark. [Data + AI Summit](https://www.databricks.com/dataaisum [...]
December 30, 2025
[...] visualization fans. [Tableau Events](https://www.tableau.com/community/events)
* **Coalesce (by dbt Labs)**: The premier conference for analytics engineering. [Coalesce Info](https://www.getdbt.com/coalesce)
* **Snowflake Summit**: Focused on cloud data warehousing and the future of data apps. [Snowflake Summit](https://www.snowflake.com/summit/)
* **Databricks Data + AI Summit**: The go-to event for those interested in the intersection of big data and Spark. [Data + AI Summit](https://www.databricks.com/dataaisummit)
### 8. Comparison & Review Platforms
Before purchasing or learning a tool, che [...]
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.
[...] t](https://www.thoughtspot.com/)
**Industry Analysis Reference:**
* [Gartner Magic Quadrant for Analytics and BI](https://www.gartner.com/en/documents/5436636)
---
### 2. Key Companies & Infrastructure Providers
Behind the visualization layer lies the "Modern Data Stack" infrastructure.
* **Snowflake**: The leading cloud data warehouse. [Snowflake](https://www.snowflake.com/)
* **Databricks**: Pioneer of the "Data Lakehouse" architecture. [Databricks](https://www.databricks.com/)
* **AWS (Amazon QuickSight)**: Amazon’s cloud-native BI service. [Amazon QuickSight](https://aws.amazon.com/quic [...]
December 30, 2025
[...] lysis Reference:**
* [Gartner Magic Quadrant for Analytics and BI](https://www.gartner.com/en/documents/5436636)
---
### 2. Key Companies & Infrastructure Providers
Behind the visualization layer lies the "Modern Data Stack" infrastructure.
* **Snowflake**: The leading cloud data warehouse. [Snowflake](https://www.snowflake.com/)
* **Databricks**: Pioneer of the "Data Lakehouse" architecture. [Databricks](https://www.databricks.com/)
* **AWS (Amazon QuickSight)**: Amazon’s cloud-native BI service. [Amazon QuickSight](https://aws.amazon.com/quicksight/)
* **dbt Labs**: The standard for data [...]
December 30, 2025
[...] The industry's premier strategic event. [Gartner Summit](https://www.gartner.com/en/conferences/na/data-analytics-us)
* **Tableau Conference**: High-energy event focused on visualization and community. [Tableau Conference](https://www.salesforce.com/plus/experience/tableau_conference_2024/)
* **Snowflake Data Cloud Summit**: Focuses on the infrastructure side of data. [Snowflake Summit](https://www.snowflake.com/summit/)
* **Databricks Data + AI Summit**: The intersection of big data and machine learning. [Data + AI Summit](https://www.databricks.com/dataaisummit/)
* **Big Data London**: One of [...]
December 30, 2025
[...] .com/en/conferences/na/data-analytics-us)
* **Tableau Conference**: High-energy event focused on visualization and community. [Tableau Conference](https://www.salesforce.com/plus/experience/tableau_conference_2024/)
* **Snowflake Data Cloud Summit**: Focuses on the infrastructure side of data. [Snowflake Summit](https://www.snowflake.com/summit/)
* **Databricks Data + AI Summit**: The intersection of big data and machine learning. [Data + AI Summit](https://www.databricks.com/dataaisummit/)
* **Big Data London**: One of the largest free data and analytics exhibitions globally. [Big Data London] [...]
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.
[...] Power BI vs. Tableau). [G2 BI Tools](https://www.g2.com/categories/business-intelligence-bi)
Start with free trials of Power BI or Tableau Public for hands-on learning.
### Reputable Companies and Providers
These are major players offering end-to-end solutions, cloud services, or consulting:
- **Snowflake**: Cloud data platform enabling analytics at scale. [Snowflake](https://www.snowflake.com/)
- **Databricks**: Lakehouse platform for unified analytics with Spark. [Databricks](https://www.databricks.com/)
- **dbt Labs**: Data transformation tool (dbt = data build tool). [dbt](https://www.getdbt.com [...]
December 30, 2025
[...] ies/business-intelligence-bi)
Start with free trials of Power BI or Tableau Public for hands-on learning.
### Reputable Companies and Providers
These are major players offering end-to-end solutions, cloud services, or consulting:
- **Snowflake**: Cloud data platform enabling analytics at scale. [Snowflake](https://www.snowflake.com/)
- **Databricks**: Lakehouse platform for unified analytics with Spark. [Databricks](https://www.databricks.com/)
- **dbt Labs**: Data transformation tool (dbt = data build tool). [dbt](https://www.getdbt.com/)
- **Alteryx**: Data prep and analytics automation. [Alteryx] [...]
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.
[...] e/) | User ratings (Power BI: 4.5/5) | |
### Key Companies and Providers
Beyond leaders:
- **Enterprise**: Salesforce Einstein Analytics [Salesforce](https://www.salesforce.com/products/einstein/overview/), Yellowfin [Yellowfin](https://www.yellowfinbi.com/)
- **Cloud/Data Warehouse Integration**: Snowflake (BI partners) [Snowflake](https://www.snowflake.com/), Databricks [Databricks](https://www.databricks.com/)
- **Open-Source**: Metabase [Metabase](https://www.metabase.com/), Apache Superset [Superset](https://superset.apache.org/)
### Influential Figures and Thought Leaders
- **Bernard Marr**: Fu [...]
December 30, 2025
[...] BI: 4.5/5) | |
### Key Companies and Providers
Beyond leaders:
- **Enterprise**: Salesforce Einstein Analytics [Salesforce](https://www.salesforce.com/products/einstein/overview/), Yellowfin [Yellowfin](https://www.yellowfinbi.com/)
- **Cloud/Data Warehouse Integration**: Snowflake (BI partners) [Snowflake](https://www.snowflake.com/), Databricks [Databricks](https://www.databricks.com/)
- **Open-Source**: Metabase [Metabase](https://www.metabase.com/), Apache Superset [Superset](https://superset.apache.org/)
### Influential Figures and Thought Leaders
- **Bernard Marr**: Futurist, author on analyti [...]