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Data Warehouse Lakehouse Platforms

Public Sector Director

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.596

AI recommendation signal analysis across 113 domains for the Public Sector Director persona in Data Warehouse Lakehouse Platforms.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
113Domains Tracked
30.5MReddit Posts
40KWikipedia Articles
4.6MOpen Web Matches
Public Sector Director_persona.report
DomainScore
snowflake.com
7.3
databricks.com
2.9
gov.uk
2.3
microsoft.com
2.0
dremio.com
1.5
Want a custom AI visibility audit for Data Warehouse Lakehouse Platforms?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

See what AI reads before it answers

Fanout queries are the web searches a model runs mid-answer. The pages it retrieves and cites are the sources shaping its recommendations, so treat the citation lists as your target list for earning coverage, mentions, and links.

How It's Calculated

Where the numbers come from

Scoped to the runs where models used web search. Same rank-weighted scoring as LLM Search Visibility, plus every URL the searches retrieved (citation sources) and every URL actually cited in answers (citations), aggregated by frequency.

Overview

What's on this page

Domain rankings for web-search-augmented runs and the full citation and citation-source URL lists, filterable by model.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain specifically via web-search fanout queries when answering Public Sector Director queries, a subset of the runs behind the main LLM Search Visibility report, not the full combined dataset. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Only these five models ran web-search fanout queries. The checkboxes filter these charts and the Citations / Citation Sources lists below; updates automatically as you check/uncheck.

LLM Data

Citations

Every URL the models actually cited in their final answers to Public Sector Director fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
AI Data Cloud for Public Sector | Snowflakehttps://www.snowflake.com/en/solutions/industries/public-sector/251972295
databricks.comhttps://www.databricks.com/solutions/industries/state-local-government250973295
amazon.comhttps://aws.amazon.com/blogs/publicsector/how-amazon-redshift-ml-can-help-enhance-outcomes-for-underperforming-at-risk-students/177976196
Databricks Lakehouse for School District Data | Magic EdTechhttps://www.magicedtech.com/blogs/building-a-modern-k-12-data-lake-on-databricks/11295094
Building better data platforms: Our open source approach to infrastructure and toolinghttps://digitaltrade.blog.gov.uk/2025/10/15/building-better-data-platforms-our-open-source-approach-to-infrastructure-and-tooling/?utm_source=Blog&utm_medium=MS+Teams&utm_campaign=MST_oct25_blog214197794
Snowflake for Federal Governmenthttps://www.snowflake.com/en/solutions/industries/public-sector/federal-government/?utm_source=openai151972295
microsoft.comhttps://www.microsoft.com/en/customers/story/26535-university-of-antwerp-microsoft-fabric180974896
Tools for Nonprofits to Effectively Manage and Analyze Their Datahttps://www.forumone.com/insights/blog/tools-nonprofits-effectively-manage-and-analyze-their-data/12495794
FedRAMP Certified Cloud Providers for Government | Carahsofthttps://www.carahsoft.com/solve/fedramp-technologies146971294
https://hps.vi4io.org/_media/teaching/summer_term_2025/stud/scap/erdni_mankirov_presentation.pdf#1#1https://hps.vi4io.org/_media/teaching/summer_term_2025/stud/scap/erdni_mankirov_presentation.pdf#1#112095994
Databricks on AWS GovCloud | Databricks on AWShttps://docs.databricks.com/aws/en/security/privacy/gov-cloud?utm_source=openai150973295
Educational Open Government Data: From Requirements to End Users | Springer Nature Linkhttps://link.springer.com/chapter/10.1007/978-3-319-91662-0_37164976596
Dremio Partners With Carahsoft to Bring Modern Data Infrastructure to the Public Sectorhttps://subsurface2.dremio.com/newsroom/dremio-partners-with-carahsoft-to-bring-modern-data-infrastructure-to-the-public-sector/13096094
What is Microsoft Fabric - Microsoft Fabric | Microsoft Learnhttps://learn.microsoft.com/en-us/fabric/fundamentals/microsoft-fabric-overview?utm_source=openai180976296
Open Source and the Data Lakehouse Stack | Dremiohttps://www.dremio.com/blog/open-source-and-the-data-lakehouse-apache-arrow-apache-iceberg-nessie-and-dremio/13096995
FedRAMP Compliance | Google Cloudhttps://cloud.google.com/security/compliance/fedramp199996296
Building Secure LMS Solutions for Governmentshttps://opencraft.com/building-secure-lms-solutions-for-governments/11395595
Government | Google Cloudhttps://cloud.google.com/gov?utm_source=openai199996296
oracle.comhttps://blogs.oracle.com/ai-and-datascience/public-sector-innovation-oci-state-and-local-agencies172974296
Intro to Dremio, Nessie, and Apache Iceberg on Your Laptophttps://www.dremio.com/blog/intro-to-dremio-nessie-and-apache-iceberg-on-your-laptop/13096995
IBM Expands FedRAMP Portfolio with Authorization of 11 Software Solutions, Including watsonxhttps://newsroom.ibm.com/2026-04-01-IBM-Expands-FedRAMP-Portfolio-with-Authorization-of-11-Software-Solutions,-Including-watsonx166973995
Stop Buying Products, Start Hiring People: Reflections on ADEA 2025 - DHIS2https://education.dhis2.org/stop-buying-products-start-hiring-people-reflections-on-adea-2025/#top13196194
Security - Encryption, Access Management, Governance - Amazon Redshifthttps://aws.amazon.com/redshift/security/?utm_source=openai177976196
motherduck.comhttps://motherduck.com/ecosystem/129952595
What is Apache Iceberg? | Apache Iceberg Knowledge Basehttps://iceberglakehouse.com/iceberg/what-is-apache-iceberg/1394294
Best Data Lakehouse Platforms Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/data-lakehouse-platforms161972495
Written evidencehttps://committees.parliament.uk/writtenevidence/164821/html/155973795
Dremio: The Agentic Lakehouse for AI and Analytics | Dremiohttps://www.dremio.com/?utm_source=openai13096995
motherduck.comhttps://motherduck.com/blog/announcing-ducklake-1-0-on-motherduck/129952595
Polaris Catalog Is Now Open Sourcehttps://www.snowflake.com/en/blog/polaris-catalog-open-source/151972295
Cloudera Achieves FedRAMP® Moderate Authorization, Advancing Its Commitment to Secure Data, Analytics, and AI in the Public Sectorhttps://www.cloudera.com/about/news-and-blogs/press-releases/2025-06-25-cloudera-achieves-fedramp-moderate-authorization-advancing-its-commitment-to-secure-data-analytics-and-ai-in-the-public-sector.html149972495
Education Analytics | Building AI for Education Starts With Public…https://www.edanalytics.org/blog/building-ai-for-education-starts-with-public-data-infrastructure11395194
Starburst Enterprise | Starbursthttps://www.starburst.io/starburst-enterprise/?utm_source=openai13196994
google.comhttps://cloud.google.com/gov/state-and-local199996296
Best Nonprofit Data Warehouse Software of 2026 - Reviews & Comparisonhttps://sourceforge.net/software/data-warehouse/for-nonprofit/165975996
Cloudera Achieves FedRAMP “In Process” Milestone to Deliver a True Hybrid Data Platform that Securely Accelerates AI Across the U.S. Governmenthttps://www.cloudera.com/about/news-and-blogs/press-releases/2024-03-13-cloudera-achieves-fedramp-in-process-milestone-to-deliver-a-true-hybrid-data-platform-that-securely-accelerates-ai-across-the-us-government.html149972495
Shared Struggles, Shared Solutions: Education and Cross-Sector Data Use Insightshttps://developmentgateway.org/blog/shared-challenges-shared-solutions-what-education-can-learn-from-health-agriculture-and-aid/120951695
Cloudera Platform Pricing | Clouderahttps://www.cloudera.com/products/pricing.html?utm_source=openai149972495
dremio.comhttps://www.dremio.com/blog/top-data-lakehouse-tools/13096995
Breaking Down Data Silos: Nonprofit Data Management for Greater Impact | sopacthttps://www.sopact.com/guides/nonprofit-data-management11995294
FedRAMP® Ready AI Data Platform for Government | Teradatahttps://www.teradata.com/insights/data-security/federal-ready-ai-data-platform144961395
Cloud for Federal Civilian, Defense and Intelligence Agencies | Oraclehttps://www.oracle.com/government/federal/?utm_source=openai172973295
qlik.comhttps://www.qlik.com/us/solutions/industries/public-sector141961194
Modernizing Government Data Analytics: Moving Beyond Legacy Systems with Databricks - Optimumhttps://optimumcs.com/insights/modernizing-government-data-analytics-moving-beyond-legacy-systems-with-databricks/11295594
Driving public sector innovation: Building a data lakehouse and analytics platform on AWS for public housing | AWS Public Sector Bloghttps://aws.amazon.com/blogs/publicsector/driving-public-sector-innovation-building-a-data-lakehouse-and-analytics-platform-on-aws-for-public-housing/177976196
watsonx.data | IBMhttps://www.ibm.com/products/watsonx-data?utm_source=openai166973895
montecarlo.aihttps://montecarlo.ai/blog-top-data-lake-vendors1594894
Data Management in Government Agencies - REI Systemshttps://www.reisystems.com/data-management-in-government-agencies/11895093
10 Best Data Warehouse Platforms in 2026https://www.domo.com/learn/article/best-data-warehouse-platforms14697795
https://cloud.google.com/bigqueryhttps://cloud.google.com/bigquery199996296
Higher Education Analytics Questions Answered: What Is a Data Lakehouse?https://jenzabar.com/blog/higher-education-analytics-questions-answered-what-is-a-data-lakehouse127961195
https://aws.amazon.com/redshifthttps://aws.amazon.com/redshift177976196
https://www.dremio.com/nessiehttps://www.dremio.com/nessie13096995
LLM Data

Citation sources

Every URL the models' web searches retrieved while answering: the wider pool the citations above were drawn from, aggregated the same way and filtered by the same model checkboxes.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
databricks.comhttps://www.databricks.com/solutions/industries/state-local-government250973295
snowflake.comhttps://www.snowflake.com/en/solutions/industries/public-sector/251972295
Driving public sector innovation: Building a data lakehouse and analytics platform on AWS for public housing | AWS Public Sector Bloghttps://aws.amazon.com/blogs/publicsector/driving-public-sector-innovation-building-a-data-lakehouse-and-analytics-platform-on-aws-for-public-housing/277976196
FedRAMP Compliance | Google Cloudhttps://cloud.google.com/security/compliance/fedramp299996296
Higher Education Analytics Questions Answered: What Is a Data Lakehouse?https://jenzabar.com/blog/higher-education-analytics-questions-answered-what-is-a-data-lakehouse227961195
amazon.comhttps://aws.amazon.com/blogs/publicsector/how-amazon-redshift-ml-can-help-enhance-outcomes-for-underperforming-at-risk-students/177976196
Benefits of Data Lakehouses for Higher Edhttps://invokelearning.com/resources/blog/benefits-of-data-lakehouses-higher-ed11396193
Top 21 Cloud Data Warehouse Solutions in the USA (2026 Edition)https://www.fortegrp.com/insights/best-cloud-data-warehouse116951094
Building better data platforms: Our open source approach to infrastructure and toolinghttps://digitaltrade.blog.gov.uk/2025/10/15/building-better-data-platforms-our-open-source-approach-to-infrastructure-and-tooling/?utm_source=Blog&utm_medium=MS+Teams&utm_campaign=MST_oct25_blog214197794
https://www.dremio.com/pricing/https://www.dremio.com/pricing/13096995
microsoft.comhttps://www.microsoft.com/en/customers/story/26535-university-of-antwerp-microsoft-fabric180974896
(PDF) A DATA WAREHOUSE SOLUTION FOR E-GOVERNMENThttps://www.researchgate.net/publication/45627746_A_DATA_WAREHOUSE_SOLUTION_FOR_E-GOVERNMENT166973395
FedRAMP Certified Cloud Providers for Government | Carahsofthttps://www.carahsoft.com/solve/fedramp-technologies146971294
https://hps.vi4io.org/_media/teaching/summer_term_2025/stud/scap/erdni_mankirov_presentation.pdf#1#1https://hps.vi4io.org/_media/teaching/summer_term_2025/stud/scap/erdni_mankirov_presentation.pdf#1#112095994
https://www.snowflake.com/en/news/press-releases/snowflake-achieves-fedramp-high-authorization-on-aws-govcloud-us-west-and-us-east-2/https://www.snowflake.com/en/news/press-releases/snowflake-achieves-fedramp-high-authorization-on-aws-govcloud-us-west-and-us-east-2/151972295
Data Warehousing for Education & Nonprofits | Cloud for Goodhttps://cloud4good.com/services/data-warehousing/121951794
Dremio Partners With Carahsoft to Bring Modern Data Infrastructure to the Public Sectorhttps://subsurface2.dremio.com/newsroom/dremio-partners-with-carahsoft-to-bring-modern-data-infrastructure-to-the-public-sector/13096094
https://learn.microsoft.com/en-us/compliance/regulatory/offering-FedRAMPhttps://learn.microsoft.com/en-us/compliance/regulatory/offering-FedRAMP180976296
Government Data Analytics & Digital Solutions | OnPoint Insightshttps://www.onpointinsights.us/industry/government-data-analytics/1094094
IBM Expands FedRAMP Portfolio with Authorization of 11 Software Solutions, Including watsonxhttps://newsroom.ibm.com/2026-04-01-IBM-Expands-FedRAMP-Portfolio-with-Authorization-of-11-Software-Solutions,-Including-watsonx166973995
Building Secure LMS Solutions for Governmentshttps://opencraft.com/building-secure-lms-solutions-for-governments/11395595
https://docs.cloud.google.com/bigquery/public-datahttps://docs.cloud.google.com/bigquery/public-data199994396
oracle.comhttps://blogs.oracle.com/ai-and-datascience/public-sector-innovation-oci-state-and-local-agencies172974296
Open Source and the Data Lakehouse Stack | Dremiohttps://www.dremio.com/blog/open-source-and-the-data-lakehouse-apache-arrow-apache-iceberg-nessie-and-dremio/13096995
10 Best Data Warehouse Tools for 2026: Ranked & Reviewedhttps://skyvia.com/blog/best-data-warehouse-tools/137963095
Stop Buying Products, Start Hiring People: Reflections on ADEA 2025 - DHIS2https://education.dhis2.org/stop-buying-products-start-hiring-people-reflections-on-adea-2025/#top13196194
https://www.ibm.com/products/watsonx-datahttps://www.ibm.com/products/watsonx-data166973895
motherduck.comhttps://motherduck.com/ecosystem/129952595
Written evidencehttps://committees.parliament.uk/writtenevidence/164821/html/155973795
https://www.oracle.com/government/govcloud/fedramp-high-jab/https://www.oracle.com/government/govcloud/fedramp-high-jab/172973295
motherduck.comhttps://motherduck.com/blog/announcing-ducklake-1-0-on-motherduck/129952595
Educational Open Government Data: From Requirements to End Users | Springer Nature Linkhttps://link.springer.com/chapter/10.1007/978-3-319-91662-0_37164976596
Anticipating data sharing for student-centred education: Governmental policy initiatives in Switzerland and Japanhttps://bera-journals.onlinelibrary.wiley.com/doi/10.1111/bjet.70030?af=R163972395
https://www.dremio.com/https://www.dremio.com/13096995
google.comhttps://cloud.google.com/gov/state-and-local199996296
Tools for Nonprofits to Effectively Manage and Analyze Their Datahttps://www.forumone.com/insights/blog/tools-nonprofits-effectively-manage-and-analyze-their-data/12495794
Cloudera Achieves FedRAMP “In Process” Milestone to Deliver a True Hybrid Data Platform that Securely Accelerates AI Across the U.S. Governmenthttps://www.cloudera.com/about/news-and-blogs/press-releases/2024-03-13-cloudera-achieves-fedramp-in-process-milestone-to-deliver-a-true-hybrid-data-platform-that-securely-accelerates-ai-across-the-us-government.html149972495
Report Finds Education Digital Transformation Affordable and Scalable with DHIS2-Ed - DHIS2https://education.dhis2.org/key-takeaways-from-dhis2-ed-implementation/#top13196194
https://www.snowflake.com/accelerate/public-sector/https://www.snowflake.com/accelerate/public-sector/151972295
dremio.comhttps://www.dremio.com/blog/top-data-lakehouse-tools/13096995
AI-Driven Solutions for Modernizing Legacy Systemshttps://www.boozallen.com/insights/ai-research/ai-driven-solutions-for-modernizing-legacy-systems.html14196695
Education Analytics | Building AI for Education Starts With Public…https://www.edanalytics.org/blog/building-ai-for-education-starts-with-public-data-infrastructure11395194
https://learn.microsoft.com/en-us/fabric/fundamentals/microsoft-fabric-overviewhttps://learn.microsoft.com/en-us/fabric/fundamentals/microsoft-fabric-overview180976296
qlik.comhttps://www.qlik.com/us/solutions/industries/public-sector141961194
Hands-on with Apache Iceberg on Your Laptop: Deep Dive with Apache Spark, Nessie, Minio, Dremio, Polars and Seaborn - DEV Communityhttps://dev.to/alexmercedcoder/hands-on-with-apache-iceberg-on-your-laptop-deep-dive-with-apache-spark-nessie-minio-dremio-polars-and-seaborn-2hgk155975096
Databricks Achieves Expanded FedRAMP® Authorization for its Lakehouse Platform - Databrickshttps://www.databricks.com/company/newsroom/press-releases/databricks-achieves-expanded-fedramp-authorization-for-its-lakehouse-platform150973295
Shared Struggles, Shared Solutions: Education and Cross-Sector Data Use Insightshttps://developmentgateway.org/blog/shared-challenges-shared-solutions-what-education-can-learn-from-health-agriculture-and-aid/120951695
montecarlo.aihttps://montecarlo.ai/blog-top-data-lake-vendors1594894
Best Government Data Warehouse Software - 2023 Reviews & Comparisonhttps://sourceforge.net/software/data-warehouse/for-government/165975996
https://www.ibm.com/new/product-blog/exploring-the-ai-and-data-capabilities-of-watsonxhttps://www.ibm.com/new/product-blog/exploring-the-ai-and-data-capabilities-of-watsonx166973895
Data Warehouses for Private Schools | 2025 Best Practiceshttps://blog.blackbaud.com/data-warehouses-for-private-schools/150971394
FedRAMP® Ready AI Data Platform for Government | Teradatahttps://www.teradata.com/insights/data-security/federal-ready-ai-data-platform144961395
https://blogs.oracle.com/cloud-infrastructure/oracle-launches-fedramp-authorized-government-cloud-regionshttps://blogs.oracle.com/cloud-infrastructure/oracle-launches-fedramp-authorized-government-cloud-regions172974296
Breaking Down Data Silos: Nonprofit Data Management for Greater Impact | sopacthttps://www.sopact.com/guides/nonprofit-data-management11995294
Best Data Lakehouse Platforms Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/data-lakehouse-platforms161972495
https://www.cloudera.com/products/pricing.htmlhttps://www.cloudera.com/products/pricing.html149972495
Big Data Analytics For Government: Applications, Advantages & Challenges | Bloghttps://www.infosyspublicservices.com/insights/blogs/bytes-better-policies.html1179500
10 Best Data Warehouse Platforms in 2026https://www.domo.com/learn/article/best-data-warehouse-platforms14697795
https://www.snowflake.com/en/solutions/industries/public-sector/federal-government/https://www.snowflake.com/en/solutions/industries/public-sector/federal-government/151972295
The Nessie Ecosystem and the Reach of Git for Data for Apache Iceberg | Dremiohttps://www.dremio.com/blog/the-nessie-ecosystem-and-the-reach-of-git-for-data-for-apache-iceberg/13096995
https://docs.databricks.com/aws/ja/security/privacy/fedramphttps://docs.databricks.com/aws/ja/security/privacy/fedramp150973295
Databricks Lakehouse for School District Data | Magic EdTechhttps://www.magicedtech.com/blogs/building-a-modern-k-12-data-lake-on-databricks/11295094
Best Government Open Data Management Platforms Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/government-open-data-management-platforms161972495
https://docs.cloud.google.com/bigquery/public-data?hl=frhttps://docs.cloud.google.com/bigquery/public-data?hl=fr199994396
GitHub - lohithn4/student-data-warehouse: A data warehouse project titled “Student Data Warehouse” as the final year project. This can be used to analyze the overall progress of the student in the academic years. It also provides some prediction mechanism. It helps in taking the decisions to improve overall performance. Tools used Mondrian (pentaho open source tool)https://github.com/lohithn4/student-data-warehouse182978697
Cloudera Achieves FedRAMP® Moderate Authorization, Advancing Its Commitment to Secure Data, Analytics, and AI in the Public Sectorhttps://www.cloudera.com/about/news-and-blogs/press-releases/2025-06-25-cloudera-achieves-fedramp-moderate-authorization-advancing-its-commitment-to-secure-data-analytics-and-ai-in-the-public-sector.html149972495
https://www.ibm.com/new/announcements/a-new-era-in-data-governance-and-dataops-with-ibm-watsonx-data-2-1https://www.ibm.com/new/announcements/a-new-era-in-data-governance-and-dataops-with-ibm-watsonx-data-2-1166973895
Best Nonprofit Data Warehouse Software of 2026 - Reviews & Comparisonhttps://sourceforge.net/software/data-warehouse/for-nonprofit/165975996
Modern Data Platform: a viable alternative to traditional data warehouse architectures - Insights | Public Sector Networkhttps://publicsectornetwork.com/insight/modern-data-platform-a-viable-alternative-to-traditional-data-warehouse-architectures122951895
https://blogs.oracle.com/cloud-infrastructure/announcing-availability-of-autonomous-databases-and-other-new-services-in-us-government-regionshttps://blogs.oracle.com/cloud-infrastructure/announcing-availability-of-autonomous-databases-and-other-new-services-in-us-government-regions172974296
Modernizing Government Data Analytics: Moving Beyond Legacy Systems with Databricks - Optimumhttps://optimumcs.com/insights/modernizing-government-data-analytics-moving-beyond-legacy-systems-with-databricks/11295594
https://www.publicsector.com/https://www.publicsector.com/1394092
What is Apache Iceberg? | Apache Iceberg Knowledge Basehttps://iceberglakehouse.com/iceberg/what-is-apache-iceberg/1394294
https://www.snowflake.com/fr/solutions/industries/public-sector/?lang=frhttps://www.snowflake.com/fr/solutions/industries/public-sector/?lang=fr151972295
Recommending join operations of relational data among tables based on optimization modelhttps://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/12093263153972695
https://docs.databricks.com/aws/en/security/privacy/gov-cloudhttps://docs.databricks.com/aws/en/security/privacy/gov-cloud150973295
Open source software | AWS Open Government Solutionshttps://aws.amazon.com/government-education/government/open-government-solutions/open-source-software/177976196
https://www.starburst.io/https://www.starburst.io/13196994
Demystifying Data Storage for Nonprofits | Civis Analyticshttps://www.civisanalytics.com/crash-course/demystifying-data-storage-which-option-is-right-for-your-nonprofit/12395695
https://www.ibm.com/es-es/products/watsonx-assistant/enterprise-securityhttps://www.ibm.com/es-es/products/watsonx-assistant/enterprise-security166973895
Connecting Legacy Systems to Modern Government Workflows | SpruceIDhttps://spruceid.com/solutions/legacy-systems-integration125951795
https://www.oracle.com/government/federal/https://www.oracle.com/government/federal/172973295
Polaris Catalog Is Now Open Sourcehttps://www.snowflake.com/en/blog/polaris-catalog-open-source/151972295
https://marketplace.fedramp.gov/https://marketplace.fedramp.gov/144964195
OpenHealth Lake: Designing and testing a data lakehouse platform for health applicationshttps://arxiv.org/pdf/2605.19922165976196
https://www.snowflake.com/es/solutions/industries/public-sector/https://www.snowflake.com/es/solutions/industries/public-sector/151972295
Estudo de Viabilidade de uma Plataforma de Baixo Custo para Data Warehousehttps://arxiv.org/pdf/1108.0729165976196
https://learn.microsoft.com/en-us/azure/compliance/offerings/offering-fedramphttps://learn.microsoft.com/en-us/azure/compliance/offerings/offering-fedramp180976296
Why Nonprofits Need Effective Database Software | Caspiohttps://www.caspio.com/blog/effective-nonprofit-database-software/13696594
https://aws.amazon.com/compliance/fedramp/https://aws.amazon.com/compliance/fedramp/177976196
Data Solutions for Federal Government Missionshttps://www.boozallen.com/markets/civil-government/data-solutions-for-federal-government-missions.html14196695
https://www.ibm.com/docs/en/data-gate-on-cloud?topic=connecting-watsonxdatahttps://www.ibm.com/docs/en/data-gate-on-cloud?topic=connecting-watsonxdata166973895
Learn Apache Iceberg Locally with Spark & Dremio | Dremiohttps://www.dremio.com/blog/hands-on-with-apache-iceberg-nessie-dremio-apache-spark/13096995
https://blogs.oracle.com/cloud-infrastructure/oci-adds-new-authorized-services-us-governmenthttps://blogs.oracle.com/cloud-infrastructure/oci-adds-new-authorized-services-us-government172974296
Data Warehouses vs. Data Lakes: How Can K–12 Schools Store Data?https://edtechmagazine.com/k12/article/2022/08/data-warehouses-vs-data-lakes-how-can-k-12-schools-store-data-perfcon136963095
https://qumulo.com/industries/public-sectorhttps://qumulo.com/industries/public-sector125951895
Blended Integrated Open Data: dados abertos p\'ublicos integradoshttps://arxiv.org/pdf/1909.00743165976196
https://www.snowflake.com/en/resources/solution-brief/the-data-cloud-for-government-and-education/https://www.snowflake.com/en/resources/solution-brief/the-data-cloud-for-government-and-education/151972295
Empower Nonprofit With Data Warehousing Solutions | Humanatahttps://www.humanata.ca/datawarehouse1094092
https://learn.microsoft.com/en-us/fabric/governance/microsoft-purview-fabrichttps://learn.microsoft.com/en-us/fabric/governance/microsoft-purview-fabric180976296
Integration of distributed data processing platform with one or more distinct supporting platformshttps://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/10541938153972695
https://docs.cloud.google.com/bigquery/public-data?hl=jahttps://docs.cloud.google.com/bigquery/public-data?hl=ja199994396
What is the Data Lakehouse and the Role of Apache Iceberg, Nessie and Dremio?https://www.linkedin.com/pulse/what-data-lakehouse-role-apache-iceberg-nessie-dremio-alex-merced-ojaoe190987397
https://developer.ibm.com/articles/awb-data-governance-ai-models-watsonx/https://developer.ibm.com/articles/awb-data-governance-ai-models-watsonx/166974596
PABED A Tool for Big Education Data Analysishttps://arxiv.org/pdf/1808.00334165976196
https://blogs.oracle.com/cloud-infrastructure/oracle-govramp-authorizationhttps://blogs.oracle.com/cloud-infrastructure/oracle-govramp-authorization172974296
Data Lakes, Warehouses, and Archives: Salesforce Data Storage Options for Nonprofits - Attain Partnershttps://attainpartners.com/blog/data-storage-options-for-nonprofits/117951294
https://www.modern-datatools.com/tools/trino/pricinghttps://www.modern-datatools.com/tools/trino/pricing1094--
Data and Analytics Modernization for Public Sector | Bloghttps://www.infosyspublicservices.com/insights/blogs/path-to-modernize-systems-and-scale-analytics.html1179500
https://www.snowflake.com/ja/solutions/industries/public-sector/https://www.snowflake.com/ja/solutions/industries/public-sector/151972295
Intro to Dremio, Nessie, and Apache Iceberg on Your Laptophttps://www.dremio.com/blog/intro-to-dremio-nessie-and-apache-iceberg-on-your-laptop/13096995
https://learn.microsoft.com/ja-jp/compliance/regulatory/offering-fedramphttps://learn.microsoft.com/ja-jp/compliance/regulatory/offering-fedramp180976296
Nonprofit Data Warehouses: A Comprehensive Guidehttps://www.dnlomnimedia.com/blog/nonprofit-data-warehouse/12395294
https://www.starburst.io/info/icehouse/https://www.starburst.io/info/icehouse/13196994
Government Data Modernization: What Actually Works | Blue Ridge Dataworkshttps://www.blueridgedataworks.com/articles/government-data-modernization-what-actually-works/1----
https://www.ibm.com/docs/en/watsonxdata/premium/2.4.x?topic=overviewhttps://www.ibm.com/docs/en/watsonxdata/premium/2.4.x?topic=overview166973895
NON-PROFIT ORGANIZATION: ENTERPRISE DATA WAREHOUSE | XTIVIAhttps://www.xtivia.com/success/non-profit-organization-enterprise-data-warehouse/11995193
https://blogs.oracle.com/oracle-government/transforming-government-efficiency-with-oracles-data-platformhttps://blogs.oracle.com/oracle-government/transforming-government-efficiency-with-oracles-data-platform172974296
Data Management in Government Agencies - REI Systemshttps://www.reisystems.com/data-management-in-government-agencies/11895093
https://www.dremio.com/cloud/https://www.dremio.com/cloud/13096995
https://www.snowflake.com/es/solutions/industries/public-sector//https://www.snowflake.com/es/solutions/industries/public-sector//151972295
https://learn.microsoft.com/en-us/power-automate/us-govthttps://learn.microsoft.com/en-us/power-automate/us-govt180976296
https://docs.cloud.google.com/bigquery/public-data?hl=dehttps://docs.cloud.google.com/bigquery/public-data?hl=de199994396
https://www.ibm.com/new/announcements/watsonx-on-microsoft-azurehttps://www.ibm.com/new/announcements/watsonx-on-microsoft-azure166973895
https://docs.oracle.com/iaas/releasenotes/changes/dc8d2a57-4222-4a52-883b-66fc91677061/index.htmhttps://docs.oracle.com/iaas/releasenotes/changes/dc8d2a57-4222-4a52-883b-66fc91677061/index.htm172975496
https://www.snowflake.com/en/pricing-options/https://www.snowflake.com/en/pricing-options/151972295
https://www.snowflake.com/events/industry-day-2023/government-and-education/https://www.snowflake.com/events/industry-day-2023/government-and-education/151972295
https://learn.microsoft.com/ko-kr/compliance/regulatory/offering-fedramphttps://learn.microsoft.com/ko-kr/compliance/regulatory/offering-fedramp180976296
https://aws.amazon.com/redshift/security/https://aws.amazon.com/redshift/security/177976196
https://www.ibm.com/new/announcements/introducing-fedramp-authorized-watsonx-services-on-aws-govcloudhttps://www.ibm.com/new/announcements/introducing-fedramp-authorized-watsonx-services-on-aws-govcloud166973895
https://www.oracle.com/government/govcloud/https://www.oracle.com/government/govcloud/172973295
https://www.nexqloud.io/solution/public-sectorhttps://www.nexqloud.io/solution/public-sector1595093
https://www.snowflake.com/ja/news/press-releases/snowflake-achieves-fedramp-high-authorization-on-aws-govcloud-us-west-and-us-east/https://www.snowflake.com/ja/news/press-releases/snowflake-achieves-fedramp-high-authorization-on-aws-govcloud-us-west-and-us-east/151972295
https://docs.databricks.com/aws/en/compute/serverless/lakehouse-replayhttps://docs.databricks.com/aws/en/compute/serverless/lakehouse-replay150973295
https://cloud.google.com/govhttps://cloud.google.com/gov199996296
https://developer.ibm.com/articles/awb-ibm-watsonx-data-aws/https://developer.ibm.com/articles/awb-ibm-watsonx-data-aws/166974596
https://docs.oracle.com/iaas/releasenotes/changes/5016b026-841a-4db8-a2cd-424828f76037/index.htmhttps://docs.oracle.com/iaas/releasenotes/changes/5016b026-841a-4db8-a2cd-424828f76037/index.htm172975496
https://dxdata.dev/https://dxdata.dev/1----
https://www.snowflake.com/en/blog/fedramp-high-azure-government-public-sector//https://www.snowflake.com/en/blog/fedramp-high-azure-government-public-sector//151972295
https://docs.databricks.com/gcp/en/query-federationhttps://docs.databricks.com/gcp/en/query-federation150973295
https://www.starburst.io/starburst-enterprise/https://www.starburst.io/starburst-enterprise/13196994
https://www.ibm.com/it-it/products/watson-assistant/enterprise-securityhttps://www.ibm.com/it-it/products/watson-assistant/enterprise-security166973895
https://www.forbes.com/sites/oracle/2019/09/30/with-fedramp-clearance-oracle-brings-its-gen-2-cloud-infrastructure-to-government/https://www.forbes.com/sites/oracle/2019/09/30/with-fedramp-clearance-oracle-brings-its-gen-2-cloud-infrastructure-to-government/168973295
https://d4l.dev/https://d4l.dev/1193192
https://www.snowflake.com/en/why-snowflake/snowflake-security-hub/https://www.snowflake.com/en/why-snowflake/snowflake-security-hub/151972295
https://docs.databricks.com/aws/pt/security/privacy/gov-cloudhttps://docs.databricks.com/aws/pt/security/privacy/gov-cloud150973295
https://docs.cloud.google.com/bigquery/public-data?hl=es-419https://docs.cloud.google.com/bigquery/public-data?hl=es-419199994396
https://developer.ibm.com/articles/awb-data-privacy-security-watsonx-workloads-ibm-cloud/https://developer.ibm.com/articles/awb-data-privacy-security-watsonx-workloads-ibm-cloud/166974596
https://docs.oracle.com/en-us/iaas/Content/gov-cloud/govfedramp.htmhttps://docs.oracle.com/en-us/iaas/Content/gov-cloud/govfedramp.htm172975496
https://www.dlt.com/sites/default/files/resource-attachments/2022-02/intelligent-cloud-data-management-for-government-fedramp-requirements_data-sheet.pdfhttps://www.dlt.com/sites/default/files/resource-attachments/2022-02/intelligent-cloud-data-management-for-government-fedramp-requirements_data-sheet.pdf12495194
https://www.snowflake.com/resource/cloud-data-warehousing-dummies/snowflake-one-cloud-data-platform-for-all-your-analytics-needs-2/https://www.snowflake.com/resource/cloud-data-warehousing-dummies/snowflake-one-cloud-data-platform-for-all-your-analytics-needs-2/151972295
https://www.databricks.com/sites/default/files/2024-10/aws-govcloud-for-fedramp-high-and-dod.pdfhttps://www.databricks.com/sites/default/files/2024-10/aws-govcloud-for-fedramp-high-and-dod.pdf150973295
https://cloud.google.com/files/BigQuery.pdfhttps://cloud.google.com/files/BigQuery.pdf199996296
https://www.ibm.com/downloads/documents/us-en/107a02e949c8f543https://www.ibm.com/downloads/documents/us-en/107a02e949c8f543166973895
https://www.oracle.com/oce/dc/assets/CONTF66149A9B8F84C2A84D81616F2D3D6E1/native/us-gov-tech-cloud-3902270.pdfhttps://www.oracle.com/oce/dc/assets/CONTF66149A9B8F84C2A84D81616F2D3D6E1/native/us-gov-tech-cloud-3902270.pdf172973295
https://www.oversight.gov/sites/default/files/documents/reports/2024-02/Final-Evaluation-ReportSecurity-Data-Stored-CloudPublic.pdfhttps://www.oversight.gov/sites/default/files/documents/reports/2024-02/Final-Evaluation-ReportSecurity-Data-Stored-CloudPublic.pdf135951394
https://www.snowflake.com/wp-content/uploads/2023/12/CONT_Public_Sector_Data_AI_Predictions_2024_Digital_05.pdfhttps://www.snowflake.com/wp-content/uploads/2023/12/CONT_Public_Sector_Data_AI_Predictions_2024_Digital_05.pdf151972295
https://www.databricks.com/sites/default/files/2024-03/federal-government-solution-sheet-2.pdfhttps://www.databricks.com/sites/default/files/2024-03/federal-government-solution-sheet-2.pdf150973295
https://docs.aws.amazon.com/pdfs/architecture-diagrams/latest/healthcare-payor-strategic-focus-areas/healthcare-payor-strategic-focus-areas.pdf?did=wp_card&trk=wp_cardhttps://docs.aws.amazon.com/pdfs/architecture-diagrams/latest/healthcare-payor-strategic-focus-areas/healthcare-payor-strategic-focus-areas.pdf?did=wp_card&trk=wp_card177975696
https://www.ibm.com/downloads/documents/us-en/15db45f02cd20e10https://www.ibm.com/downloads/documents/us-en/15db45f02cd20e10166973895
https://www.oracle.com/a/ocom/docs/dc/em/oct_adw_ebook.02a.pdf?elqTrackId=9d758aa86e0a4730897ba6a99e60d848&elqaid=86155&elqak=8AF5298D34B16968433F2BCE134E7AA517D6E771208EB409252DBE3B9032925CDBB9&elqat=2&intcmp=%3Aow%3Alp%3Apt%3A%3ARC_NAMK190919P00095%3ALPD400001990&source=%3Aow%3Alp%3Apt%3A%3ARC_NAMK190919P00095%3ALPD400001990https://www.oracle.com/a/ocom/docs/dc/em/oct_adw_ebook.02a.pdf?elqTrackId=9d758aa86e0a4730897ba6a99e60d848&elqaid=86155&elqak=8AF5298D34B16968433F2BCE134E7AA517D6E771208EB409252DBE3B9032925CDBB9&elqat=2&intcmp=%3Aow%3Alp%3Apt%3A%3ARC_NAMK190919P00095%3ALPD400001990&source=%3Aow%3Alp%3Apt%3A%3ARC_NAMK190919P00095%3ALPD400001990172973295
https://www.dremio.com/wp-content/uploads/2023/11/whitepaper-2024-state-of-the-data-lakehouse_report.pdf?aliId=eyJpIjoiY3RoQ2p0SXg0K1lSM2loeCIsInQiOiI5XC9RZ1wvS0FFaEdsXC80ZTdQY2JjZXl3PT0ifQ%3D%3Dhttps://www.dremio.com/wp-content/uploads/2023/11/whitepaper-2024-state-of-the-data-lakehouse_report.pdf?aliId=eyJpIjoiY3RoQ2p0SXg0K1lSM2loeCIsInQiOiI5XC9RZ1wvS0FFaEdsXC80ZTdQY2JjZXl3PT0ifQ%3D%3D13096995
https://www.snowflake.com/wp-content/uploads/2019/10/enabling-data-driven-and-cloud-smart-government.pdfhttps://www.snowflake.com/wp-content/uploads/2019/10/enabling-data-driven-and-cloud-smart-government.pdf151972295
https://www.databricks.com/fr/sites/default/files/2024-02/how-to-transform-public-sector-with-gen-ai.pdfhttps://www.databricks.com/fr/sites/default/files/2024-02/how-to-transform-public-sector-with-gen-ai.pdf150973295
https://cloud.google.com/files/security/compliance/2020-google-services-800-53-letter.pdfhttps://cloud.google.com/files/security/compliance/2020-google-services-800-53-letter.pdf199996296
https://www.ibm.com/downloads/documents/us-en/153d3d3aeccfaedbhttps://www.ibm.com/downloads/documents/us-en/153d3d3aeccfaedb166973895
https://www.dlt.com/sites/default/files/resource-attachments/2019-10/oracle-cloud-modern-government.pdfhttps://www.dlt.com/sites/default/files/resource-attachments/2019-10/oracle-cloud-modern-government.pdf12495194
https://www.vmware.com/docs/white-paper-the-state-of-us-public-sector-cloud-managementhttps://www.vmware.com/docs/white-paper-the-state-of-us-public-sector-cloud-management153972495
https://www.snowflake.com/wp-content/uploads/2023/06/6-Ways-Federal-Agencies-Can-Boost-Mission-Effectiveness-with-Snowflake.pdfhttps://www.snowflake.com/wp-content/uploads/2023/06/6-Ways-Federal-Agencies-Can-Boost-Mission-Effectiveness-with-Snowflake.pdf151972295
https://www.databricks.com/jp/sites/default/files/2023-09/databricks_soc_modernization_solution_brief_final.pdfhttps://www.databricks.com/jp/sites/default/files/2023-09/databricks_soc_modernization_solution_brief_final.pdf150973295
https://docs.aws.amazon.com/pdfs/whitepapers/latest/considerations-for-cloud-procurement/considerations-for-cloud-procurement.pdfhttps://docs.aws.amazon.com/pdfs/whitepapers/latest/considerations-for-cloud-procurement/considerations-for-cloud-procurement.pdf177975696
https://newsroom.ibm.com/2023-11-14-IBM-Unveils-watsonx-governance-to-Help-Businesses-Governments-Govern-and-Build-Trust-in-Generative-AI?asPDF=1https://newsroom.ibm.com/2023-11-14-IBM-Unveils-watsonx-governance-to-Help-Businesses-Governments-Govern-and-Build-Trust-in-Generative-AI?asPDF=1166973995
https://assets.applytosupply.digitalmarketplace.service.gov.uk/g-cloud-13/documents/92327/221583453689210-service-definition-document-2022-05-11-1354.pdfhttps://assets.applytosupply.digitalmarketplace.service.gov.uk/g-cloud-13/documents/92327/221583453689210-service-definition-document-2022-05-11-1354.pdf14197894
https://www.cloudera.com/content/dam/www/marketing/resources/datasheets/cloudera-data-warehouse-unlock-the-power-of-your-data.pdf?daqp=truehttps://www.cloudera.com/content/dam/www/marketing/resources/datasheets/cloudera-data-warehouse-unlock-the-power-of-your-data.pdf?daqp=true149972495
https://cloud.google.com/files/interactions_marketing.pdfhttps://cloud.google.com/files/interactions_marketing.pdf199996296
https://www.cloudera.com/content/dam/www/marketing/resources/whitepapers/introducing-apache-iceberg-the-case-for-an-open-data-lakehouse-powered-by-cloudera.pdf?daqp=truehttps://www.cloudera.com/content/dam/www/marketing/resources/whitepapers/introducing-apache-iceberg-the-case-for-an-open-data-lakehouse-powered-by-cloudera.pdf?daqp=true149972495
https://docs.oracle.com/cd/E83857_01/paas/application-integration/oracle-integration-gov/using-oracle-integration-3-us-government-cloud.pdfhttps://docs.oracle.com/cd/E83857_01/paas/application-integration/oracle-integration-gov/using-oracle-integration-3-us-government-cloud.pdf172975496
https://cispe.cloud/website_cispe/wp-content/uploads/2022/02/CISPE-Buying-Cloud-Services-in-Public-Sector-Handbook-v2-FEB-2022-3.pdfhttps://cispe.cloud/website_cispe/wp-content/uploads/2022/02/CISPE-Buying-Cloud-Services-in-Public-Sector-Handbook-v2-FEB-2022-3.pdf131963195
https://docs.aws.amazon.com/ko_kr/ccft/latest/releasenotes/ccft-releasenotes.pdfhttps://docs.aws.amazon.com/ko_kr/ccft/latest/releasenotes/ccft-releasenotes.pdf177975696
https://newsroom.ibm.com/2025-05-06-ibm-accelerates-enterprise-gen-ai-revolution-with-hybrid-capabilities?asPDF=1https://newsroom.ibm.com/2025-05-06-ibm-accelerates-enterprise-gen-ai-revolution-with-hybrid-capabilities?asPDF=1166973995
https://dev-ets.hawaii.gov/wp-content/uploads/2025/02/Oracle_Proposal.pdfhttps://dev-ets.hawaii.gov/wp-content/uploads/2025/02/Oracle_Proposal.pdf1----
https://www.reddit.com/r/dataengineering/comments/1r1l2ky/transition_time_databricks_snowflake_fabric/https://www.reddit.com/r/dataengineering/comments/1r1l2ky/transition_time_databricks_snowflake_fabric/172976496
https://www.reddit.com/r/FedRAMP/comments/1p0a6l9/when_you_do_and_dont_need_fedramp_authorization/https://www.reddit.com/r/FedRAMP/comments/1p0a6l9/when_you_do_and_dont_need_fedramp_authorization/172976496
https://www.reddit.com/r/MicrosoftFabric/comments/1kblj67https://www.reddit.com/r/MicrosoftFabric/comments/1kblj67172976496
https://www.reddit.com/r/technology/comments/1ua9fwm/microsoft_walked_away_from_a_3_billion_deal_to/https://www.reddit.com/r/technology/comments/1ua9fwm/microsoft_walked_away_from_a_3_billion_deal_to/172976496
https://www.reddit.com/r/CMMC/comments/1j84nkahttps://www.reddit.com/r/CMMC/comments/1j84nka172976496
https://www.reddit.com/r/technology/comments/1uhjva9/oracle_sues_wisconsin_utility_regulators_over/https://www.reddit.com/r/technology/comments/1uhjva9/oracle_sues_wisconsin_utility_regulators_over/172976496
https://www.reddit.com/r/CMMC/comments/kcid3ihttps://www.reddit.com/r/CMMC/comments/kcid3i172976496
https://www.reddit.com/r/employeesOfOracle/comments/1scthic/oracle_announces_unification_of_civilian_and/https://www.reddit.com/r/employeesOfOracle/comments/1scthic/oracle_announces_unification_of_civilian_and/172976496
https://www.reddit.com/r/dataengineering/comments/1hpfwuo/snowflake_vs_redshift_vs_bigquery_the_truth_about/https://www.reddit.com/r/dataengineering/comments/1hpfwuo/snowflake_vs_redshift_vs_bigquery_the_truth_about/172976496
https://www.reddit.com/r/oracle/comments/cdi07yhttps://www.reddit.com/r/oracle/comments/cdi07y172976496
https://www.reddit.com/r/dataengineering/comments/17svlvlhttps://www.reddit.com/r/dataengineering/comments/17svlvl172976496
https://www.reddit.com/r/NISTControls/comments/inuygxhttps://www.reddit.com/r/NISTControls/comments/inuygx172976496
https://www.reddit.com/r/cloudcomputing/comments/1rjqj3b/looking_for_a_fedramp_compliant_etl_platform_for/https://www.reddit.com/r/cloudcomputing/comments/1rjqj3b/looking_for_a_fedramp_compliant_etl_platform_for/172976496
https://www.snowflake.com/en/solutions/industries/public-sector/federal-government/?utm_source=openaihttps://www.snowflake.com/en/solutions/industries/public-sector/federal-government/?utm_source=openai151972295
https://www.reddit.com/r/CMMC/comments/1f4ubdshttps://www.reddit.com/r/CMMC/comments/1f4ubds172976496
https://docs.databricks.com/aws/en/security/privacy/gov-cloud?utm_source=openaihttps://docs.databricks.com/aws/en/security/privacy/gov-cloud?utm_source=openai150973295
https://www.reddit.com/r/dataengineering/comments/1lrh9w5https://www.reddit.com/r/dataengineering/comments/1lrh9w5172976496
https://learn.microsoft.com/en-us/fabric/fundamentals/microsoft-fabric-overview?utm_source=openaihttps://learn.microsoft.com/en-us/fabric/fundamentals/microsoft-fabric-overview?utm_source=openai180976296
https://www.reddit.com/r/dataengineering/comments/173sl3shttps://www.reddit.com/r/dataengineering/comments/173sl3s172976496
https://cloud.google.com/gov?utm_source=openaihttps://cloud.google.com/gov?utm_source=openai199996296
https://www.reddit.com/r/dataengineering/comments/1rvsxtd/snowflake_vs_databricks_vs_fabric/https://www.reddit.com/r/dataengineering/comments/1rvsxtd/snowflake_vs_databricks_vs_fabric/172976496
https://aws.amazon.com/redshift/security/?utm_source=openaihttps://aws.amazon.com/redshift/security/?utm_source=openai177976196
https://www.reddit.com/r/NISTControls/comments/117ktm7https://www.reddit.com/r/NISTControls/comments/117ktm7172976496
https://www.dremio.com/?utm_source=openaihttps://www.dremio.com/?utm_source=openai13096995
https://www.starburst.io/starburst-enterprise/?utm_source=openaihttps://www.starburst.io/starburst-enterprise/?utm_source=openai13196994
https://www.cloudera.com/products/pricing.html?utm_source=openaihttps://www.cloudera.com/products/pricing.html?utm_source=openai149972495
https://www.oracle.com/government/federal/?utm_source=openaihttps://www.oracle.com/government/federal/?utm_source=openai172973295
https://www.ibm.com/products/watsonx-data?utm_source=openaihttps://www.ibm.com/products/watsonx-data?utm_source=openai166973895
Model Comparison

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All recommended domains

Every domain the AI models recommended in web-search fanout runs for Public Sector Director, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
snowflake.com7.348.051972295
databricks.com2.948.050973295
gov.uk2.312.041973895
microsoft.com2.036.080974896
dremio.com1.548.03096995
cloud.google.com1.136.00000
aws.amazon.com0.836.00000
vi4io.org0.812.02095393
ibm.com0.524.066973895
cloudera.com0.436.049972495
carahsoft.com0.312.046971294
oracle.com0.224.072973295
teradata.com0.236.044961395
starburst.io0.212.03196994
opencraft.com0.212.01395595
dhis2.org0.212.031962895
parliament.uk0.112.05597795
edanalytics.org0.112.01395194
jenzabar.com0.112.027961195
bigquery.cloud.google.com0.112.00000
developmentgateway.org0.112.020951695
subsurface2.dremio.com0.112.000094
motherduck.com0.112.029952595
redshift.aws.amazon.com0.112.00000
iceberg.apache.org0.012.0003195
qlik.com0.012.041961194
sopact.com0.012.01995294
pentaho.com0.012.031962795
talend.com0.012.039961394