This page provides details about dbt (organization,product) which was ranked #5 out of 122 in the list of brands (56 mentions (27.6% 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.
[...] ace
- 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
- Centralized semantic layer
- Self-service capabilities
30 [...]
December 30, 2025
[...] 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
- Centralized semantic layer
- Self-service capabilities
30. **[Cube] [...]
December 30, 2025
[...] ty
69. **[Tableau Community Forums](https://community.tableau.com/)** - Official Tableau support
- User discussions
- Best practices
70. **[Power BI Community](https://community.powerbi.com/)** - Microsoft Power BI forum
- Active user base
- Microsoft support participation
71. **[dbt Community](https://www.getdbt.com/community/)** - Modern analytics engineering
- Slack workspace
- Community events
72. **[Data Talks Club](https://datatalks.club/)** - Free online community
- Weekly events
- Learning resources
73. **[Locally Optimistic](https://locallyoptimistic. [...]
December 30, 2025
[...] cs news
- Industry trends
- Tool comparisons
78. **[Towards Data Science](https://towardsdatascience.com/)** - Medium publication
- Practitioner articles
- Tutorials and case studies
79. **[The Analytics Engineering Roundup](https://roundup.getdbt.com/)** - Weekly newsletter
- dbt Labs publication
- Modern data stack focus
80. **[Data Engineering Weekly](https://www.dataengineeringweekly.com/)** - Newsletter
- Curated content
- Industry news
81. **[InfoWorld](https://www.infoworld.com/)** - Technology news
- Analytics and BI coverage
82. **[VentureBeat AI] [...]
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.
[...] lytics)** - Analytics service
- **[ClickHouse](https://clickhouse.com/)** - Open-source columnar database
## ETL/ELT & Data Integration Tools
- **[Fivetran](https://www.fivetran.com/)** - Automated data integration
- **[Airbyte](https://airbyte.com/)** - Open-source data integration platform
- **[dbt (data build tool)](https://www.getdbt.com/)** - SQL-based transformation workflow
- **[Matillion](https://www.matillion.com/)** - Cloud-native ETL
- **[Talend](https://www.talend.com/)** - Data integration and integrity platform
- **[Apache Airflow](https://airflow.apache.org/)** - Workflow orchest [...]
December 30, 2025
[...] erceptualedge.com/)** - Dashboard design and data visualization pioneer
- **[Cindi Howson](https://www.linkedin.com/in/cindihowson/)** - Chief Data Strategy Officer at ThoughtSpot
### Industry Practitioners & Influencers
- **[Tristan Handy](https://www.linkedin.com/in/tristanhandy/)** - Founder of dbt Labs
- **[Holistics Blog Authors](https://www.holistics.io/blog/)** - Analytics engineering insights
- **[Randy Au](https://counting.substack.com/)** - Data scientist, writes "Counting Stuff" newsletter
- **[Evan Jones](https://www.evanjones.ca/)** - Data visualization expert
- **[Andy Cotgreave](h [...]
December 30, 2025
[...] lligence/)** - Reddit community for BI professionals
- **[r/datascience](https://www.reddit.com/r/datascience/)** - Data science community
- **[r/tableau](https://www.reddit.com/r/tableau/)** - Tableau-specific subreddit
- **[r/PowerBI](https://www.reddit.com/r/PowerBI/)** - Power BI community
- **[dbt Community](https://www.getdbt.com/community/)** - Slack community for analytics engineers
- **[Locally Optimistic](https://locallyoptimistic.com/)** - Community for data professionals
- **[Data Talks Club](https://datatalks.club/)** - Community with free courses and events
### Professional Organiz [...]
December 30, 2025
[...] onference
- **[Google Cloud Next](https://cloud.withgoogle.com/next)** - Includes BigQuery and Looker content
- **[TDWI Conferences](https://tdwi.org/events.aspx)** - Multiple annual events
- **[Data Council](https://www.datacouncil.ai/)** - Applied AI and data engineering conference
- **[Coalesce (dbt)](https://coalesce.getdbt.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.databric [...]
December 30, 2025
[...] # Blogs & Online Resources
- **[Towards Data Science](https://towardsdatascience.com/)** - Medium publication on data science
- **[Mode Analytics Blog](https://mode.com/blog/)** - Analytics insights and tutorials
- **[The Analytics Engineering Roundup](https://roundup.getdbt.com/)** - Newsletter by dbt
- **[Data Elixir](https://dataelixir.com/)** - Weekly newsletter
- **[The 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)** [...]
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.
[...] -source BI platform
- **Metabase** - [https://www.metabase.com](https://www.metabase.com) - Open-source analytics tool
- **Redash** - [https://redash.io](https://redash.io) - SQL-based dashboards (acquired 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
- **Observa [...]
December 30, 2025
[...] 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 Analytics
- **Tellius** - [https://www.tellius.com](https: [...]
December 30, 2025
[...] ic** - "Storytelling with Data" author - [https://www.storytellingwithdata.com](https://www.storytellingwithdata.com)
- **Alberto Cairo** - Data visualization expert and author - [http://www.thefunctionalart.com](http://www.thefunctionalart.com)
### Modern Data Leaders
- **Tristan Handy** - CEO of dbt Labs - [https://twitter.com/jthandy](https://twitter.com/jthandy)
- **Prukalpa Sankar** - Co-founder of Atlan - [https://twitter.com/prukalpa](https://twitter.com/prukalpa)
- **Benn Stancil** - Co-founder of Mode (now at Substack) - [https://benn.substack.com](https://benn.substack.com)
- **Caitlin [...]
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.
[...] superset.apache.org/))
---
## 3) Promising startups & newer entrants (worth tracking / piloting)
- [Hex](https://hex.tech/) (collaborative notebooks + data apps bridging analyst ↔ stakeholder 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 [...]
December 30, 2025
[...] .g., BI tool tags/search)
- [Reddit r/PowerBI](https://www.reddit.com/r/PowerBI/)
- [Reddit r/tableau](https://www.reddit.com/r/tableau/)
- [Kaggle](https://www.kaggle.com/) (analytics learning + datasets)
Analytics engineering / modern data stack community (often closely tied to BI practices):
- [dbt Community](https://www.getdbt.com/community)
---
## 8) Influential publications, research, and media (to track trends + evaluations)
Analyst firms and research:
- [Gartner](https://www.gartner.com/) (e.g., Magic Quadrants and market guides)
- [Forrester](https://www.forrester.com/) (e.g., The Fo [...]
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.
[...] nney.com/)
A book many BI-adjacent people use to understand the upstream system:
- **Fundamentals of Data Engineering** (Joe Reis, Matt Housley) — [O’Reilly book page](https://www.oreilly.com/library/view/fundamentals-of-data/9781098108298/)
---
## 7) Communities that are actually useful
- **dbt Community** — [Join dbt Community](https://www.getdbt.com/community/join)
- **Locally Optimistic** (analytics/BI practitioners) — [Locally Optimistic community](https://locallyoptimistic.com/community/)
- **DataTalks.Club** — [DataTalks.Club](https://datatalks.club/)
- **Stack Overflow** (Q&A [...]
December 30, 2025
[...] y BI-adjacent people use to understand the upstream system:
- **Fundamentals of Data Engineering** (Joe Reis, Matt Housley) — [O’Reilly book page](https://www.oreilly.com/library/view/fundamentals-of-data/9781098108298/)
---
## 7) Communities that are actually useful
- **dbt Community** — [Join dbt Community](https://www.getdbt.com/community/join)
- **Locally Optimistic** (analytics/BI practitioners) — [Locally Optimistic community](https://locallyoptimistic.com/community/)
- **DataTalks.Club** — [DataTalks.Club](https://datatalks.club/)
- **Stack Overflow** (Q&A) — [Stack Overflow](htt [...]
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.
[...] workloads:
- [ClickHouse](https://clickhouse.com/)
- [DuckDB](https://duckdb.org/)
- [SingleStore](https://www.singlestore.com/)
### C) The “must-have” adjacent layer: transformation, orchestration, quality, catalog
These are often critical to whether BI succeeds:
**Transformation / modeling**
- [dbt](https://www.getdbt.com/) (dbt Labs: [dbt Labs](https://www.getdbt.com/company/))
- [Apache Spark](https://spark.apache.org/)
**Orchestration**
- [Apache Airflow](https://airflow.apache.org/)
- [Dagster](https://dagster.io/)
**Data integration (ELT/ETL)**
- [Fivetran](https://www.fivetran.com/)
- [...]
December 30, 2025
[...] ://clickhouse.com/)
- [DuckDB](https://duckdb.org/)
- [SingleStore](https://www.singlestore.com/)
### C) The “must-have” adjacent layer: transformation, orchestration, quality, catalog
These are often critical to whether BI succeeds:
**Transformation / modeling**
- [dbt](https://www.getdbt.com/) (dbt Labs: [dbt Labs](https://www.getdbt.com/company/))
- [Apache Spark](https://spark.apache.org/)
**Orchestration**
- [Apache Airflow](https://airflow.apache.org/)
- [Dagster](https://dagster.io/)
**Data integration (ELT/ETL)**
- [Fivetran](https://www.fivetran.com/)
- [Airbyte](https://airbyte.com/ [...]
December 30, 2025
[...] se.com/)
- [DuckDB](https://duckdb.org/)
- [SingleStore](https://www.singlestore.com/)
### C) The “must-have” adjacent layer: transformation, orchestration, quality, catalog
These are often critical to whether BI succeeds:
**Transformation / modeling**
- [dbt](https://www.getdbt.com/) (dbt Labs: [dbt Labs](https://www.getdbt.com/company/))
- [Apache Spark](https://spark.apache.org/)
**Orchestration**
- [Apache Airflow](https://airflow.apache.org/)
- [Dagster](https://dagster.io/)
**Data integration (ELT/ETL)**
- [Fivetran](https://www.fivetran.com/)
- [Airbyte](https://airbyte.com/)
- [Inform [...]
[...] ufte.com/tufte/)
- [Stephen Few](https://www.perceptualedge.com/)
- [Alberto Cairo](https://albertocairo.com/)
- [Cole Nussbaumer Knaflic](https://www.storytellingwithdata.com/)
Modern analytics practitioners with large communities:
- [Tristan Handy](https://www.tristanhandy.com/) (founder/CEO of [dbt Labs](https://www.getdbt.com/company/))
---
## 6) Emerging startups & notable trends to watch
### Trends
- **AI-assisted BI workflows** (NLQ, automated viz building, narrative explanations): [Microsoft Copilot](https://www.microsoft.com/en-us/microsoft-copilot), [Tableau](https://www.tableau.com [...]
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.
[...] 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/)
### 3. Influential Experts & Thought Leaders
Fo [...]
December 30, 2025
[...] excellent at explaining statistics and AI. [Cassie.ai](https://www.cassie.ai/)
### 4. Communities & Resources for Learning
* **Locally Optimistic**: A community for data practitioners to discuss the human and organizational side of data. [Locally Optimistic](https://locallyoptimistic.com/)
* **dbt Slack Community**: One of the most active Slack groups for analytics engineers globally. [dbt Community](https://www.getdbt.com/community)
* **Maven Analytics**: A highly-rated training platform specifically for BI tools. [Maven Analytics](https://www.mavenanalytics.io/)
* **Kaggle**: Owned by [...]
December 30, 2025
[...] ties & Resources for Learning
* **Locally Optimistic**: A community for data practitioners to discuss the human and organizational side of data. [Locally Optimistic](https://locallyoptimistic.com/)
* **dbt Slack Community**: One of the most active Slack groups for analytics engineers globally. [dbt Community](https://www.getdbt.com/community)
* **Maven Analytics**: A highly-rated training platform specifically for BI tools. [Maven Analytics](https://www.mavenanalytics.io/)
* **Kaggle**: Owned by Google, this is the premier site for data science competitions and public datasets. [Kaggle](h [...]
December 30, 2025
[...] esource for learning SQL in an interactive environment. [SelectStarData](https://selectstarsql.com/)
### 7. Important 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 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.
[...] 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 automated data movement (ELT). [Fivetran](https://www.fivetran.com/)
---
### 3. Emerging Startups & Trends
* **Generative BI**: Using LLMs to build dashboards. [...]
December 30, 2025
[...] *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 automated data movement (ELT). [Fivetran](https://www.fivetran.com/)
---
### 3. Emerging Startups & Trends
* **Generative BI**: Using LLMs to build dashboards. Startups like **Pyramid Analytics** [link](https://www.pyramidanaly [...]
December 30, 2025
[...] ecentralizing 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 calculated across an org.
---
### 4. Influential Figures & Thought Leaders
* **Benn Stancil**: Chief Data Officer at ThoughtSpot and author of a widely read analytical blog. [Benn Stancil’s Substack](https://benn.substack.com/)
* **Cassie Kozyrkov**: Former C [...]
December 30, 2025
[...] it/)
* **Big Data London**: One of the largest free data and analytics exhibitions globally. [Big Data London](https://bigdataldn.com/)
---
### 6. Active Professional Communities
* **Locally Optimistic**: A community for data leaders. [Locally Optimistic](https://locallyoptimistic.com/)
* **dbt Community**: One of the largest Slack communities for data engineers and analysts. [dbt Slack](https://www.getdbt.com/community/)
* **The DataTalks.Club**: A global community of data enthusiasts. [DataTalks.Club](https://datatalks.club/)
* **Tableau Public**: A social platform for viewing and s [...]
December 30, 2025
[...] bally. [Big Data London](https://bigdataldn.com/)
---
### 6. Active Professional Communities
* **Locally Optimistic**: A community for data leaders. [Locally Optimistic](https://locallyoptimistic.com/)
* **dbt Community**: One of the largest Slack communities for data engineers and analysts. [dbt Slack](https://www.getdbt.com/community/)
* **The DataTalks.Club**: A global community of data enthusiasts. [DataTalks.Club](https://datatalks.club/)
* **Tableau Public**: A social platform for viewing and sharing data visualizations. [Tableau Public](https://public.tableau.com/)
---
### 7. T [...]
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.
[...] telligence-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 dbt. [Site](https://lightdash.com/)
- **Evidence**: Markdown-based BI dashboards. [Site](http [...]
December 30, 2025
[...] g**: 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 gatherings for networking and ann [...]
December 30, 2025
[...] /dataanalysis**: Practical advice. [Subreddit](https://www.reddit.com/r/dataanalysis/)
- **Reddit r/dataisbeautiful**: Visualization inspiration. [Subreddit](https://www.reddit.com/r/dataisbeautiful/)
- **Looker Discourse**: Developer community. [Link](https://community.looker.com/)
Slack/Discord: dbt Community [Slack](https://www.getdbt.com/community/join-slack), Hex Community [link](https://hex.tech/community).
### Influential Publications and Media
Sources for news, reports, and trends:
- **Gartner IT Glossary & Blogs**: BI definitions and hype cycles. [BI insights](https://www.gartner.com/ [...]
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.
[...] 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/en/pages/deloitte-analytics/solutions.h [...]
December 30, 2025
[...] utions, 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/en/pages/deloitte-analytics/solutions.html), **Accenture Applied Intelligence [...]
December 30, 2025
[...] r 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/en/pages/deloitte-analytics/solutions.html), **Accenture Applied Intelligence** [Accenture](https://ww [...]
December 30, 2025
[...] munity**: Microsoft forums and ideas portal. [Power BI Community](https://community.powerbi.com/)
- **Kaggle**: Datasets, competitions for analytics practice. [Kaggle](https://www.kaggle.com/)
- **Analytics Vidhya**: Free courses, hackathons. [Analytics Vidhya](https://www.analyticsvidhya.com/)
- **dbt Community Slack**: For modern data practitioners. [dbt Slack](https://www.getdbt.com/community/join-slack)
Free learning: Microsoft Learn for Power BI [Microsoft Learn Power BI](https://learn.microsoft.com/en-us/training/powerplatform/power-bi), Tableau Training [Tableau Training](https://www.tabl [...]
December 30, 2025
[...] Community](https://community.powerbi.com/)
- **Kaggle**: Datasets, competitions for analytics practice. [Kaggle](https://www.kaggle.com/)
- **Analytics Vidhya**: Free courses, hackathons. [Analytics Vidhya](https://www.analyticsvidhya.com/)
- **dbt Community Slack**: For modern data practitioners. [dbt Slack](https://www.getdbt.com/community/join-slack)
Free learning: Microsoft Learn for Power BI [Microsoft Learn Power BI](https://learn.microsoft.com/en-us/training/powerplatform/power-bi), Tableau Training [Tableau Training](https://www.tableau.com/learn/training).
### Important Events and Conf [...]
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.
[...] er 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](https://www.atscale.com/)
**Trends** (per Gartner Hype Cycle and Forrester):
- Generative AI (e.g., natural language generation in BI: [ThoughtSpot Sage](https://www.thou [...]
December 30, 2025
[...] vanloon.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](https://www.atscale.com/)
**Trends** (per Gartner Hype Cycle and Forrester):
- Generative AI (e.g., natural language generation in BI: [ThoughtSpot Sage](https://www.thoughtspot.com/product/ai-for-business-intelligence)).
- [...]
December 30, 2025
[...] t**: r/BusinessIntelligence [reddit.com/r/BusinessIntelligence](https://www.reddit.com/r/BusinessIntelligence/), r/dataanalysis [reddit.com/r/dataanalysis](https://www.reddit.com/r/dataanalysis/)
- **LinkedIn Groups**: BI Professionals (100k+ members), Data Analytics Community.
- **Slack/Discord**: dbt Community Slack [getdbt.com/community](https://www.getdbt.com/community), Hex Community.
### Top Publications and Media
- **TDWI**: Research, webinars. [TDWI](https://tdwi.org/)
- **BARC Research**: Annual BI surveys. [BARC](https://barc.com/)
- **Gartner/Forrester**: Reports (subscription). [Gart [...]