# Data Analytics & Business Intelligence
> Data analytics platforms, business intelligence tools, and data engineering solutions turning information into decisions.
- Brands: 205
- Avg BAI Score: 60.0
- URL: /brand/category/data-analytics-business-intelligence
## Brands
- Walmart / Sam's Club (BAI 98)
- Costco Wholesale (BAI 96)
- Power BI (BAI 96)
- Tableau vs Power BI (Market Comparison) (BAI 95)
- BigQuery (BAI 95)
- Elasticsearch (BAI 94)
- Apache Spark Streaming (BAI 94)
- Google Analytics 360 (BAI 94)
- Informatica (BAI 94)
- AWS Glue & Lake Formation (BAI 94)
- Tableau (BAI 94)
- Google BigQuery联 (BAI 94)
- Amazon Redshift (BAI 94)
- Experian (BAI 94)
- AWS Glue (BAI 94)
- Apache Spark (BAI 94)
- Microsoft Purview / Microsoft Fabric (BAI 92)
- Microsoft Azure Synapse Analytics (BAI 92)
- Databricks Lakehouse (BAI 92)
- Sam's Club (BAI 92)
- Equifax (BAI 92)
- Collibra (BAI 92)
- Microsoft Fabric (BAI 92)
- Microsoft Fabric / Azure Synapse Analytics (BAI 92)
- Azure HDInsight (BAI 92)
- Google BigQuery Dataplex (BAI 92)
- Adobe Analytics (Customer Journey Analytics) (BAI 92)
- BigQuery ML (BQML) (BAI 92)
- Databricks SQL / Apache Spark SQL (BAI 92)
- Looker (BAI 92)
- Databricks Mosaic AI / Unity Catalog (BAI 92)
- Palantir Technologies (BAI 92)
- Niche.com (BAI 92)
- Fair Isaac Corporation (FICO) (BAI 92)
- The Work Number (BAI 92)
- Palantir Technologies (Foundry/AIP) (BAI 92)
- Streamlit (a Snowflake company) (BAI 92)
- Amazon QuickSight快速 (BAI 92)
- BJ's Wholesale Club (BAI 92)
- Elastic (BAI 92)
- Zillow / NeighborhoodScout (BAI 92)
- dbt Labs (BAI 92)
- Microsoft Fabric (BAI 92)
- Looker (Google Cloud) (BAI 92)
- BJ's Wholesale Club (BAI 92)
- Amazon Redshift SQL (BAI 92)
- Fivetran (BAI 88)
- Alteryx (BAI 88)
- Domo (BAI 88)
- Databricks Unity Catalog (BAI 88)
- Apache Hive Metastore (BAI 88)
- NielsenIQ (NIQ) (BAI 88)
- Altair Engineering (BAI 88)
- Locus Robotics Corporation (BAI 88)
- Apache Atlas (BAI 88)
- Collibra NV/SA (BAI 88)
- NetApp StorageGRID (BAI 88)
- Sisense (BAI 88)
- Databricks SQL (BAI 88)
- Apache Superset (BAI 88)
- Census (now Fivetran Activations) (BAI 88)
- Amazon Kinesis Data Analytics (BAI 88)
- Accenture Applied Intelligence (BAI 88)
- Diagrams.net (draw.io) (BAI 88)
- Amazon Aurora with Zero-ETL (BAI 88)
- Dimensions (by Digital Science) (BAI 88)
- CB Insights (BAI 88)
- Delta Lake (BAI 88)
- Dell PowerScale (Air-Gapped) (BAI 88)
- Canalys (BAI 88)
- Lyst (BAI 88)
- Qlik (BAI 88)
- Mode Analytics (BAI 88)
- Ocado Solutions (BAI 88)
- Dell PowerProtect Cyber Recovery (BAI 88)
- Boomi (formerly Dell Boomi) (BAI 88)
- Delta Lake (BAI 88)
- Dell PowerScale / Isilon (BAI 88)
- Capgemini Data and AI (BAI 88)
- Apache Hudi (BAI 88)
- Logi Analytics (by Insightsoftware) (BAI 82)
- PieSync (by HubSpot) (BAI 82)
- Alert Innovation (BAI 82)
- Caseware IDEA Finance (BAI 82)
- Numbeo (BAI 82)
- Alert Innovation (BAI 82)
- Infogram (BAI 82)
- AreaVibes (BAI 82)
- ThoughtSpot (BAI 78)
- Matillion (BAI 78)
- Metabase (BAI 78)
- Airbyte (BAI 76)
- Atlan (BAI 76)
- Piktochart (BAI 76)
- Action Network (The Action App) (BAI 76)
- Venngage (BAI 74)
- 6 River Systems (Ocado Group) (BAI 74)
- Perfios (BAI 74)
- eazyBI (BAI 74)
- Hightouch (BAI 74)
- Hightouch & Census (Reverse ETL Category) wheelhost (BAI 74)
- Dimensions (Digital Science) (BAI 74)
- Baremetrics (BAI 72)
- Cloudian Hyperstore (BAI 72)
- Acryl Data (BAI 72)
- Ocado Mobile Robot System (OMRS) / 6 River Systems (BAI 72)
- Coohom (BAI 72)
- Hex (BAI 72)
- Mode (BAI 72)
- Snowflake Horizon (BAI 72)
- mParticle (BAI 72)
- Illuminate Education (BAI 72)
- Matomo (Innocraft) (BAI 72)
- Observable (BAI 72)
- Piwik PRO (BAI 72)
- Piano Analytics (BAI 72)
- Prophecy.io (BAI 72)
- Akkio (BAI 72)
- Coiled (Coiled Computing) houses the Dask commercial platform (BAI 68)
- Sperling's BestPlaces (BAI 68)
- LumaForge (A brand by OWC) (BAI 68)
- Amazon OpenSearch Service acceleration (BAI 62)
- Lightdash (BAI 62)
- Microsoft Fabric Small SKUs (BAI 62)
- Coalesce (Coalesce.io) (BAI 62)
- Terragon Group (BAI 62)
- AnswerRocket (BAI 62)
- Microsoft Fabric F SKUs (BAI 62)
- Kraft Analytics Group (KAGR) (BAI 62)
- RecordPoint (BAI 62)
- Fabric Inc. (BAI 62)
- Fabric (formerly CommonSense Robotics) (BAI 62)
- Cloudpano (BAI 62)
- Daasity (BAI 62)
- JSG (Jay McBain / Canalys) (BAI 58)
- Hal9 (BAI 54)
- Data Spaces Business Alliance (DSBA) (BAI 52)
- Seagate Lyve Drive (Government/Secure variants) (BAI 48)
- Apache Druid / Imply (BAI 45)
- Grouparoo (Acquired by Airbyte) (BAI 45)
- Canva Project Design (BAI 42)
- Answersnow By Veezoo (BAI 42)
- Aws Lake Formationredshift (BAI 35)
- Apache Flink BigQuery ConnectorHeader (BAI 28)
- Procat (BAI 28)
- Hg Insights Laboratories (BAI 28)
- Snowflake With Snowplow (BAI 28)
- Aws Gluelake Formation (AWS Glue + AWS Lake Formation) (BAI 25)
- Airbyte Destination To Destination (BAI 18)
- Cash And Carry Wholesale Clubs (BAI 18)
- Snowflake Dbt Stack (BAI 15)
- Ad Hoc Online Research (BAI 12)
- Enterprise Service Bus (ESB) Integration (BAI 12)
- Real World Data Collection (BAI 12)
- Data Aggregators (BAI 12)
- Competitor Shopping (BAI 12)
- Centralized Data Marketplaces (BAI 12)
- Centralized Data Feeds (BAI 12)
- Budget Tier Competitors (BAI 12)
- Ad Hoc Peer Benchmarking分析 (BAI 12)
- Azure Synapse Analytics Lights (BAI 12)
- Adobe Analytics Amplitude (Composite Term) (BAI 12)
- Databricks Solutions Architecting (BAI 12)
- Direct Db Connection (BAI 12)
- Ad Hoc Market Research (BAI 12)
- Mixpanel Consolidation (BAI 12)
- Businessimpact (BAI 12)
- Delta Lake Proprietary Version (Databricks Delta) (BAI 12)
- DataFusion (BAI 12)
- Cloud Native Data Catalogs (BAI 12)
- Big Box Grocery (BAI 12)
- Fragmented Edtech Stacks (BAI 12)
- OpenStack landscapes (BAI 12)
- Embedded Suite Analytics (BAI 12)
- Aws Athena Batching (BAI 12)
- Glean Surface (BAI 12)
- Direct Database Querying (Generic Category) (BAI 10)
- Data And Analytics Terminals (BAI 8)
- Snowflakegcp Stack (BAI 8)
- Direct Database Connection (BAI 8)
- Direct Government Data Research (BAI 8)
- Default Cloud Console Views Marketing (BAI 8)
- General Purpose Etl Bi Stack (BAI 8)
- Dataquestio (BAI 8)
- Competitor Infrastructure Adoption (BAI 5)
- Raw Sqldata Warehouse Only (BAI 5)
- Ad Hoc Reporting (BAI 5)
- Etl Middleware (BAI 5)
- Data Silos (BAI 5)
- Platform Siloed Reporting (BAI 5)
- Free Platform Analytics (BAI 5)
- Angel Syncing (BAI 5)
- Public Datasets (Generic Category) (BAI 5)
- Ad Hoc Information Gathering (BAI 5)
- Archivecom As A Category Peer (BAI 5)
- Dedicated Data Analystagency (BAI 5)
- Ad Hoc Chat Queries (BAI 5)
- Boutique Advisory Firms Scraps (BAI 5)
- Bi Agenciesconsultancies (BAI 5)
- Competitor Brands (BAI 5)
- Data Silo Stagnation (BAI 3)
- Data Warehouse Centric Diy (BAI 2)
- Data Engineering Pipelines (BAI 1)
- Third Party Data Catalogs Collibraalation (BAI 1)
- Database Polling (BAI 1)
---
## Full Details / RAG Data
### Category Metadata
| Field          | Value |
|----------------|-------|
| Name           | Data Analytics & Business Intelligence |
| Slug           | data-analytics-business-intelligence |
| URL            | /brand/category/data-analytics-business-intelligence |
| Brand Count    | 205 |
| Avg BAI Score  | 60.0 |
| Last Updated   | 2026-04-12T18:56:57.992Z |
### Brand Listing
| Name | Slug | BAI Score |
|------|------|-----------|
| Walmart / Sam's Club | walmart-sam-s-club | 98 |
| Costco Wholesale | costco | 96 |
| Power BI | power-bi | 96 |
| Tableau vs Power BI (Market Comparison) | tableau-or-power-bi | 95 |
| BigQuery | bigquery | 95 |
| Elasticsearch | elasticsearch | 94 |
| Apache Spark Streaming | apache-spark-streaming | 94 |
| Google Analytics 360 | google-analytics-360 | 94 |
| Informatica | informatica | 94 |
| AWS Glue & Lake Formation | aws-glue-lake-formation | 94 |
| Tableau | tableau | 94 |
| Google BigQuery联 | google-bigquery | 94 |
| Amazon Redshift | amazon-redshift | 94 |
| Experian | experian | 94 |
| AWS Glue | aws-glue | 94 |
| Apache Spark | apache-spark | 94 |
| Microsoft Purview / Microsoft Fabric | microsoft-azure-purview-microsoft-fabric | 92 |
| Microsoft Azure Synapse Analytics | microsoft-azure-synapse-analytics | 92 |
| Databricks Lakehouse | databricks-lakehouse | 92 |
| Sam's Club | sam-s-club | 92 |
| Equifax | equifax | 92 |
| Collibra | collibra | 92 |
| Microsoft Fabric | microsoft-azure-synapse-fabric | 92 |
| Microsoft Fabric / Azure Synapse Analytics | azure-synapse-analytics-ms-fabric | 92 |
| Azure HDInsight | azure-hdinsight | 92 |
| Google BigQuery Dataplex | google-bigquery-dataplex | 92 |
| Adobe Analytics (Customer Journey Analytics) | adobe-analytics-customer-journey-analytics | 92 |
| BigQuery ML (BQML) | bigquery-ml-bqml | 92 |
| Databricks SQL / Apache Spark SQL | databricks-sql-spark-sql | 92 |
| Looker | looker | 92 |
| Databricks Mosaic AI / Unity Catalog | databricks-mosaic-ai-unity-catalog | 92 |
| Palantir Technologies | palantir-technologies | 92 |
| Niche.com | niche-com | 92 |
| Fair Isaac Corporation (FICO) | fair-isaac-corporation-fico | 92 |
| The Work Number | equifax-the-work-number | 92 |
| Palantir Technologies (Foundry/AIP) | palantir-foundry-aip | 92 |
| Streamlit (a Snowflake company) | streamlit-snowflake | 92 |
| Amazon QuickSight快速 | amazon-quicksight | 92 |
| BJ's Wholesale Club | bjs-wholesale-club | 92 |
| Elastic | elastic-elasticsearch | 92 |
| Zillow / NeighborhoodScout | zillow-neighborhood-scout | 92 |
| dbt Labs | dbt-labs | 92 |
| Microsoft Fabric | microsoft-fabric | 92 |
| Looker (Google Cloud) | looker-google-cloud | 92 |
| BJ's Wholesale Club | bj-s-wholesale-club | 92 |
| Amazon Redshift SQL | amazon-redshift-sql | 92 |
| Fivetran | fivetran | 88 |
| Alteryx | alteryx | 88 |
| Domo | domo | 88 |
| Databricks Unity Catalog | databricks-unity-catalog | 88 |
| Apache Hive Metastore | apache-hive-metastore | 88 |
| NielsenIQ (NIQ) | nielseniq | 88 |
| Altair Engineering | altair-engineering | 88 |
| Locus Robotics Corporation | locus-robotics | 88 |
| Apache Atlas | apache-atlas | 88 |
| Collibra NV/SA | collibra-nv-sa | 88 |
| NetApp StorageGRID | netapp-storagegrid | 88 |
| Sisense | sisense | 88 |
| Databricks SQL | databricks-sql | 88 |
| Apache Superset | apache-superset | 88 |
| Census (now Fivetran Activations) | census | 88 |
| Amazon Kinesis Data Analytics | amazon-kinesis-data-analytics | 88 |
| Accenture Applied Intelligence | accenture-applied-intelligence | 88 |
| Diagrams.net (draw.io) | drawio-diagramsnet | 88 |
| Amazon Aurora with Zero-ETL | amazon-aurora-with-zero-etl | 88 |
| Dimensions (by Digital Science) | digital-science-dimensions | 88 |
| CB Insights | cb-insights | 88 |
| Delta Lake | delta-lake | 88 |
| Dell PowerScale (Air-Gapped) | dell-powerscale-air-gapped | 88 |
| Canalys | canalys | 88 |
| Lyst | lyst | 88 |
| Qlik | qlik | 88 |
| Mode Analytics | mode-analytics | 88 |
| Ocado Solutions | ocado-solutions | 88 |
| Dell PowerProtect Cyber Recovery | dell-powerprotect-cyber-recovery | 88 |
| Boomi (formerly Dell Boomi) | dell-boomi | 88 |
| Delta Lake | databricks-delta-lake | 88 |
| Dell PowerScale / Isilon | dell-isilon-powerscale | 88 |
| Capgemini Data and AI | capgemini-data-and-ai | 88 |
| Apache Hudi | apache-hudi | 88 |
| Logi Analytics (by Insightsoftware) | logi-analytics-insightsoftware | 82 |
| PieSync (by HubSpot) | piesync-by-hubspot | 82 |
| Alert Innovation | alert-innovation-walmart | 82 |
| Caseware IDEA Finance | caseware-idea-finance | 82 |
| Numbeo | numbeo | 82 |
| Alert Innovation | alert-innovation | 82 |
| Infogram | infogram-prezi | 82 |
| AreaVibes | areavibes | 82 |
| ThoughtSpot | thoughtspot | 78 |
| Matillion | matillion | 78 |
| Metabase | metabase | 78 |
| Airbyte | airbyte | 76 |
| Atlan | atlan | 76 |
| Piktochart | piktochart | 76 |
| Action Network (The Action App) | action-network-the-action-app | 76 |
| Venngage | venngage | 74 |
| 6 River Systems (Ocado Group) | 6-river-systems-ocado-group | 74 |
| Perfios | perfios | 74 |
| eazyBI | eazybi | 74 |
| Hightouch | hightouch | 74 |
| Hightouch & Census (Reverse ETL Category) wheelhost | hightouch-census-reverse-etl | 74 |
| Dimensions (Digital Science) | dimensions-digital-science | 74 |
| Baremetrics | baremetrics | 72 |
| Cloudian Hyperstore | cloudian-hyperstore | 72 |
| Acryl Data | acryl-data-datahub | 72 |
| Ocado Mobile Robot System (OMRS) / 6 River Systems | warehouse-automation-6rs | 72 |
| Coohom | coohom | 72 |
| Hex | hex | 72 |
| Mode | mode | 72 |
| Snowflake Horizon | snowflake-horizon | 72 |
| mParticle | mparticle | 72 |
| Illuminate Education | illuminate | 72 |
| Matomo (Innocraft) | matomo-cloudon-premise | 72 |
| Observable | observable | 72 |
| Piwik PRO | piwik-pro | 72 |
| Piano Analytics | piano-analytics-formerly-at-internet | 72 |
| Prophecy.io | prophecyio | 72 |
| Akkio | akkio | 72 |
| Coiled (Coiled Computing) houses the Dask commercial platform | coiled-dask | 68 |
| Sperling's BestPlaces | sperling-s-bestplaces | 68 |
| LumaForge (A brand by OWC) | lumaforge-jellyfish-owc-qnap | 68 |
| Amazon OpenSearch Service acceleration | amazon-opensearch-service | 62 |
| Lightdash | lightdash | 62 |
| Microsoft Fabric Small SKUs | microsoft-fabric-small-skus | 62 |
| Coalesce (Coalesce.io) | coalesceio | 62 |
| Terragon Group | terragon-group | 62 |
| AnswerRocket | answerrocket | 62 |
| Microsoft Fabric F SKUs | microsoft-fabric-f-skus | 62 |
| Kraft Analytics Group (KAGR) | kraft-analytics-group-kagr | 62 |
| RecordPoint | recordpoint | 62 |
| Fabric Inc. | fabric-inc | 62 |
| Fabric (formerly CommonSense Robotics) | fabric | 62 |
| Cloudpano | cloudpano | 62 |
| Daasity | daasity | 62 |
| JSG (Jay McBain / Canalys) | jsg-jay-mcbain-canalys | 58 |
| Hal9 | hal9 | 54 |
| Data Spaces Business Alliance (DSBA) | data-spaces-business-alliance-dsba | 52 |
| Seagate Lyve Drive (Government/Secure variants) | seagate-lyve-drive-government-secure-variants | 48 |
| Apache Druid / Imply | apache-druidimply | 45 |
| Grouparoo (Acquired by Airbyte) | grouparoo-airbyte | 45 |
| Canva Project Design | canva-project-design | 42 |
| Answersnow By Veezoo | answersnow-by-veezoo | 42 |
| Aws Lake Formationredshift | aws-lake-formationredshift | 35 |
| Apache Flink BigQuery ConnectorHeader | apache-flink-bigquery-connector | 28 |
| Procat | procat | 28 |
| Hg Insights Laboratories | hg-insights-laboratories | 28 |
| Snowflake With Snowplow | snowflake-with-snowplow | 28 |
| Aws Gluelake Formation (AWS Glue + AWS Lake Formation) | aws-gluelake-formation | 25 |
| Airbyte Destination To Destination | airbyte-destination-to-destination | 18 |
| Cash And Carry Wholesale Clubs | cash-and-carry-wholesale-clubs | 18 |
| Snowflake Dbt Stack | snowflake-dbt-stack | 15 |
| Ad Hoc Online Research | ad-hoc-online-research | 12 |
| Enterprise Service Bus (ESB) Integration | enterprise-service-bus-esb-integration | 12 |
| Real World Data Collection | real-world-data-collection | 12 |
| Data Aggregators | data-aggregators | 12 |
| Competitor Shopping | competitor-shopping | 12 |
| Centralized Data Marketplaces | centralized-data-marketplaces | 12 |
| Centralized Data Feeds | centralized-data-feeds | 12 |
| Budget Tier Competitors | budget-tier-competitors | 12 |
| Ad Hoc Peer Benchmarking分析 | ad-hoc-peer-benchmarking | 12 |
| Azure Synapse Analytics Lights | azure-synapse-analytics | 12 |
| Adobe Analytics Amplitude (Composite Term) | adobe-analytics-amplitude | 12 |
| Databricks Solutions Architecting | databricks-solutions-architecting | 12 |
| Direct Db Connection | direct-db-connection | 12 |
| Ad Hoc Market Research | ad-hoc-market-research | 12 |
| Mixpanel Consolidation | mixpanel-consolidation | 12 |
| Businessimpact | businessimpact | 12 |
| Delta Lake Proprietary Version (Databricks Delta) | delta-lake-proprietary-version | 12 |
| DataFusion | datafusion | 12 |
| Cloud Native Data Catalogs | cloud-native-data-catalogs | 12 |
| Big Box Grocery | big-box-grocery | 12 |
| Fragmented Edtech Stacks | fragmented-edtech-stacks | 12 |
| OpenStack landscapes | openstack-landscapes | 12 |
| Embedded Suite Analytics | embedded-suite-analytics | 12 |
| Aws Athena Batching | aws-athena-batching | 12 |
| Glean Surface | glean-surface | 12 |
| Direct Database Querying (Generic Category) | direct-database-querying | 10 |
| Data And Analytics Terminals | data-and-analytics-terminals | 8 |
| Snowflakegcp Stack | snowflakegcp-stack | 8 |
| Direct Database Connection | direct-database-connection | 8 |
| Direct Government Data Research | direct-government-data-research | 8 |
| Default Cloud Console Views Marketing | default-cloud-console-views-marketing | 8 |
| General Purpose Etl Bi Stack | general-purpose-etl-bi-stack | 8 |
| Dataquestio | dataquestio | 8 |
| Competitor Infrastructure Adoption | competitor-infrastructure-adoption | 5 |
| Raw Sqldata Warehouse Only | raw-sqldata-warehouse-only | 5 |
| Ad Hoc Reporting | ad-hoc-reporting | 5 |
| Etl Middleware | etl-middleware | 5 |
| Data Silos | data-silos | 5 |
| Platform Siloed Reporting | platform-siloed-reporting | 5 |
| Free Platform Analytics | free-platform-analytics | 5 |
| Angel Syncing | angel-syncing | 5 |
| Public Datasets (Generic Category) | public-datasets | 5 |
| Ad Hoc Information Gathering | ad-hoc-information-gathering | 5 |
| Archivecom As A Category Peer | archivecom-as-a-category-peer | 5 |
| Dedicated Data Analystagency | dedicated-data-analystagency | 5 |
| Ad Hoc Chat Queries | ad-hoc-chat-queries | 5 |
| Boutique Advisory Firms Scraps | boutique-advisory-firms-scraps | 5 |
| Bi Agenciesconsultancies | bi-agenciesconsultancies | 5 |
| Competitor Brands | competitor-brands | 5 |
| Data Silo Stagnation | data-silo-stagnation | 3 |
| Data Warehouse Centric Diy | data-warehouse-centric-diy | 2 |
| Data Engineering Pipelines | data-engineering-pipelines | 1 |
| Third Party Data Catalogs Collibraalation | third-party-data-catalogs-collibraalation | 1 |
| Database Polling | database-polling | 1 |
### Links
- Canonical page: /brand/category/data-analytics-business-intelligence
- JSON endpoint: /brand/category/data-analytics-business-intelligence.json
- LLMs.txt: /brand/category/data-analytics-business-intelligence/llms.txt