This page provides details about Databricks (organization,product) which was ranked #8 out of 122 in the list of brands (32 mentions (23.3% 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.
[...] erprise 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](https://cloud.google.com/bigquery)** - Serverless data warehouse
- SQL-based analytics
- Built-in machine learning
14. **[Amazon QuickSight](https: [...]
December 30, 2025
[...] ower 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](https://reinvent.awsevents.com/)** - Amazon cloud conference
- Analytics service announcements
61. **[TDWI Conferences](https://tdwi [...]
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.
[...] iness 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 data lakes and warehouses
- **[Azure Synapse Analytics](https://azure.microsoft.com/en-us/products/synapse-analytics)** - Analytics service
- **[ClickHouse](https://clickhouse.com/)** - Open-source columnar database
## ETL/ELT & Data I [...]
December 30, 2025
[...] t.com/)** - Analytics engineering conference
- **[Superweek](https://superweek.hr/)** - Digital analytics conference
### Virtual Events & Webinars
- **[DataOps Unleashed](https://dataopsunleashed.com/)** - DataOps-focused conference
- **[Data+AI Summit](https://www.databricks.com/dataaisummit)** - Databricks annual event
## Publications & Media
### Industry Publications
- **[KDnuggets](https://www.kdnuggets.com/)** - Data science and analytics news
- **[Analytics Insight](https://www.analyticsinsight.net/)** - Magazine covering analytics industry
- **[Information Management](https://www.information-m [...]
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 products (es [...]
December 30, 2025
[...] 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 frequently deliver BI programs:
- [Accentu [...]
December 30, 2025
[...] osoft 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/))
- [Google Cloud Next](https://cloud.withgoogle.com/n [...]
December 30, 2025
[...] ft 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/))
- [Google Cloud Next](https://cloud.withgoogle.com/next) (analytics/BI content incl. [Looker](https://cloud.google.com/looke [...]
December 30, 2025
[...] 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.metabase.com/)
---
If you tell me (1) your data platform (e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), [Redshift](https://aws.amazon.com/redshift/), etc.), (2) primary users (execs vs analysts vs embedded customers), and (3) governance requirements, I can recommend a shortlist (usually 3–5 options) with rationale and a rol [...]
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.
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.
[...] uperset](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](https://www.microsoft.com/en-us/microsoft-fab [...]
[...] s://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:
- [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:/ [...]
December 30, 2025
[...] edium](https://medium.com/))
- [Analytics Vidhya](https://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 [...]
December 30, 2025
[...] S 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-time? [...]
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.
[...] r 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 stacks. [Slal [...]
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.
[...] 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. [getdbt.com](https://www.getdbt.com/)
* **Fivetran** [...]
December 30, 2025
[...] alytics, 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. [getdbt.com](https://www.getdbt.com/)
* **Fivetran**: A leading automated data movement (ELT) platform. [Fivetran Official](https://www.fivetran.com/) [...]
December 30, 2025
[...] m/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, check these peer-review sites:
* **G2**: Excellent for compar [...]
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 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 transformation in the warehouse. [dbt Labs](h [...]
December 30, 2025
[...] 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 transformation in the warehouse. [dbt Labs](https://www.getdbt.com/)
* **Fivetran**: Dominant player in [...]
December 30, 2025
[...] ference**: 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](https://bigdataldn.com/)
---
### 6. Active Professional C [...]
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.
[...] ree 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](https://www.alteryx.com/)
- Consulting gian [...]
December 30, 2025
[...] 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](https://www.alteryx.com/)
- Consulting giants: **Deloitte Analytics** [Deloitte](https://www2.deloitte.com/us/e [...]
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.
[...] roviders
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 analytics. [Bernard Marr](https://bernardmarr.co [...]
December 30, 2025
[...] ond 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 analytics. [Bernard Marr](https://bernardmarr.com/)
- **Bren [...]