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A Knowledge Center for CSA Loom — install use-case examples, open notebooks, seed sample data, and learn with a guided Copilot.

CSA Loom Learning Hub

Everything you need to learn Loom by doing — a gallery of installable use-case examples, the prebuilt notebook library, one-click sample-data scenarios, guided tours, and a Copilot that walks you through any of it. All Azure-native, no Fabric required.
29installable use cases…notebook samples17guided tours149editor + reference guides
Government
12
12 items in this category
Government
DOJ Antitrust AnalyticsAntitrust compliance + investigation analytics — step-by-step domain build on Loom.
Walkthrough
Government
Government Data AnalyticsGeneral government analytics platform on Azure-native Loom services.
Walkthrough
Government
DOT Transportation AnalyticsDepartment of Transportation data analytics end to end.
Walkthrough
Government
FAA Aviation AnalyticsFederal Aviation Administration analytics on Loom.
Walkthrough
Government
EPA Environmental AnalyticsEnvironmental Protection Agency data analytics.
Walkthrough
Government
NOAA Climate & Ocean AnalyticsClimate + oceanographic data analysis at scale.
Walkthrough
Government
NASA Earth Science AnalyticsEarth-science data pipelines + analysis.
Walkthrough
Government
Interior Natural ResourcesNatural-resources management analytics.
Walkthrough
Government
USDA Agricultural AnalyticsDepartment of Agriculture data solutions.
Walkthrough
Government
USPS Postal OperationsPostal-service operational analytics.
Walkthrough
Government
Commerce Economic AnalyticsEconomic data + trade analytics.
Walkthrough
Government
Antitrust Market AnalyticsMarket-concentration + merger-review analytics workflow on Loom.
Walkthrough
Healthcare
1
1 item in this category
Healthcare
IHS & Tribal Health AnalyticsIndian Health Service + tribal healthcare data.
WalkthroughInstall app
Real-Time
1
1 item in this category
Real-Time
Real-Time Anomaly DetectionFraud + anomaly detection on streaming data (Event Hubs → ADX → Activator).
WalkthroughInstall app
Industry
7
7 items in this category
Industry
Casino & Gaming AnalyticsPlayer-grain facts, real-time win/loss, high-roller Activator alerts.
WalkthroughInstall app
Industry
Financial Services BlueprintRisk, fraud, and regulatory analytics blueprint for financial services.
Walkthrough
Industry
Manufacturing BlueprintIoT + OEE + predictive-maintenance analytics for manufacturing.
Walkthrough
Industry
Retail & CPG BlueprintDemand forecasting, personalization, and supply-chain analytics.
Walkthrough
Industry
Energy & Utilities BlueprintGrid telemetry, smart-meter, and outage analytics.
Walkthrough
Industry
Telecommunications BlueprintNetwork performance, churn, and usage analytics for telco.
Walkthrough
Industry
Life Sciences & Genomics BlueprintGenomics, clinical-trial, and research analytics for life sciences.
Walkthrough
Cybersecurity
1
1 item in this category
Cybersecurity
Federal Cybersecurity & Threat AnalyticsThreat detection + security analytics on Loom.
Walkthrough
Platform
1
1 item in this category
Platform
Unified AnalyticsConsolidated analytics — the Fabric experience on Azure-native Loom.
Walkthrough
Multi-Cloud
2
2 items in this category
Multi-Cloud
Data VirtualizationCross-cloud data access without copies.
Walkthrough
Multi-Cloud
Cross-Platform IntegrationIntegration across multiple platforms + clouds.
Walkthrough
API-First
3
3 items in this category
API-First
API-First Multi-Model AI EcosystemAI + data through an API-gateway architecture (APIM).
Walkthrough
API-First
Dataverse API IntegrationMicrosoft Dataverse connectivity + analytics.
Walkthrough
API-First
Enterprise Asset Management via APIMAsset management exposed + governed through API Management.
Walkthrough
Legal & eDiscovery
1
1 item in this category
Legal & eDiscovery
AI Document Analytics & eDiscoveryLLM-assisted document review, classification, and eDiscovery on Azure-native AI Search + Foundry.
Walkthrough
Government — Sovereign
5
5 items in this category
Government — Sovereign
Federal Data MeshDomain-oriented, governed data mesh across federal agencies on Loom.
WalkthroughInstall app
Government — Sovereign
Multi-Agency OnboardingOnboard multiple agencies into a shared, isolated Loom platform.
WalkthroughInstall app
Government — Sovereign
Direct Lake ReplacementReplace Fabric Direct Lake with the Azure-native warm-cache semantic layer.
WalkthroughInstall app
Government — Sovereign
Sovereign AI AgentsAir-gapped, sovereign AI Foundry agents grounded in agency data.
WalkthroughInstall app
Government — Sovereign
Hybrid TopologyHybrid on-prem + Gov-cloud Loom topology for regulated workloads.
WalkthroughInstall app
Solution accelerators
6
6 items in this category
Solution accelerators
Azure Real-Time Analytics AcceleratorEnd-to-end streaming analytics accelerator — Event Hubs → ADX → dashboards.
WalkthroughInstall app
Solution accelerators
Change Feed ProcessorCosmos DB change-feed → near-real-time downstream processing pattern.
WalkthroughInstall app
Solution accelerators
Data Governance & LineageCatalog, classify, and trace column-level lineage across the platform.
WalkthroughInstall app
Solution accelerators
Logic Apps IntegrationEvent-driven orchestration + integration with Azure Logic Apps.
WalkthroughInstall app
Solution accelerators
ML Pipeline AcceleratorTrain, register, and operationalize models with an MLflow-backed pipeline.
WalkthroughInstall app
Solution accelerators
Real-Time DashboardsLive operational dashboards over ADX with KQL-driven tiles.
WalkthroughInstall app
App deep dives
8
8 items in this category
App deep dives
RAG BuilderStand up a hybrid AI Search index, a grounded prompt flow, and a 7-metric evaluation suite — from install to a cited answer.
WalkthroughInstall app
App deep dives
FedRAMP Compliance TrackerA 13-family NIST 800-53 scorecard with worst-child rollup plus an ADX compliance-events dashboard.
WalkthroughInstall app
App deep dives
FinOps Cost OptimizerA seeded cost lakehouse, a semantic model, and a 5-page executive report that renders real spend on first open.
WalkthroughInstall app
App deep dives
Data Steward ConsoleFour Purview data products, a 17-term glossary, and the Promoted → Certified steward sign-off workflow.
WalkthroughInstall app
App deep dives
Pipeline DesignerThe same medallion ETL on three orchestrators — Synapse, ADF, and Databricks — feeding one gold star schema.
WalkthroughInstall app
App deep dives
Lakehouse InspectorA bronze/silver/gold Delta lakehouse with 10 seeded tables, a self-contained shortcut, and a profiling notebook.
WalkthroughInstall app
App deep dives
Mirror OnboardingReplicate an Azure SQL source into ADLS Bronze via ADF CDC (Azure-native default), then verify row-count parity.
WalkthroughInstall app
App deep dives
Workspace MonitoringA read-only ADX telemetry database fed by Azure Monitor diagnostic settings, with a six-tile dashboard.
WalkthroughInstall app
Supercharge notebooks
7
7 items in this category
Supercharge notebooks
Supercharge — Bronze Ingestion28 raw-ingestion Spark notebooks landing ADLS Gen2 Bronze Delta. Part of the 117-notebook Azure-native conversion.
WalkthroughInstall app
Supercharge notebooks
Supercharge — Silver Cleanse28 cleanse/conform Spark notebooks over ADLS Gen2 Delta, including late-arriving backfill and GDPR cascading delete.
WalkthroughInstall app
Supercharge notebooks
Supercharge — Gold Aggregates34 business-aggregate and dimension notebooks — player 360, fraud scoring, OEE, MDM golden record, SCD type-2.
WalkthroughInstall app
Supercharge notebooks
Supercharge — ML & MLOps8 ML notebooks — churn, fraud, AutoML, model registry, drift, feature store, RAG-over-ADX, responsible-AI audit.
WalkthroughInstall app
Supercharge notebooks
Supercharge — Streaming & CDC9 streaming/CDC notebooks — SQL Server, Oracle, DB2, Cosmos, Kafka, IoT Hub — on Event Hubs + Structured Streaming.
WalkthroughInstall app
Supercharge notebooks
Supercharge — Pipeline Utilities3 shared Spark utility notebooks (Bronze helpers, lineage, execution log) attachable to any medallion notebook via %run.
WalkthroughInstall app
Supercharge notebooks
Supercharge — Hitchhiker's Guide7 platform recipes — connectivity, lakehouse ops, security, governance, automation, troubleshooting — rewritten Azure-native.
WalkthroughInstall app
Looking for the complete documentation? Open the CSA Loom docs site
Learning Hub CopilotGrounded in the CSA Loom docs — ask how to learn or build anything.
Beta
Try one of these, or ask your own question:
Learning Hub CopilotGrounded in the CSA Loom docs — ask how to learn or build anything.
Beta
Try one of these, or ask your own question: