Industries

Comparative positioning note

This document is written from the perspective of Microsoft Azure, Cloud Scale Analytics, and CSA Loom. Any description of third-party or competing products, services, pricing, or capabilities is derived from publicly available documentation and sources believed accurate at the time of writing, and is provided for general comparison only. We do not claim expertise in, or authority over, any non-Microsoft product or service; the respective vendor's official documentation is the authoritative source for their offerings, which may change over time. Nothing here is intended to disparage any vendor — where a competing product has genuine advantages, we aim to note them honestly. Verify all third-party details against the vendor's current official documentation before making decisions.

CSA-in-a-Box vertical implementations for major commercial industries. Each industry page includes the typical analytics + AI scenarios, regulatory landscape, reference architecture variations, and how to start — including which existing tutorials and examples are closest fits.

Industry	Top scenarios	Compliance focus
Financial Services	Fraud, AML, customer 360, risk modeling, FRTB	SOC 2, PCI-DSS, SOX, GLBA, Basel III, MiFID II
Manufacturing	Digital twin, predictive maintenance, OT/IT convergence, supply chain	NIST CSF, IEC 62443 (OT), ITAR (defense)
Retail & CPG	Customer 360, demand forecasting, recommendation, inventory	PCI-DSS, GDPR, CCPA
Energy & Utilities	Smart grid, IoT, renewables forecasting, asset performance	NERC CIP, ISO 27019
Telecommunications	Network analytics, churn, fraud, customer experience	GDPR, CPNI, sector-specific regulator
Life Sciences & Genomics	Genomics pipelines, clinical analytics, drug discovery	HIPAA, GxP (GLP, GMP, GCP), 21 CFR Part 11

Industries vs Use Cases vs Examples — what's the difference?

Section	Audience	Depth
Industries (you are here)	Buyer / architect deciding "does this platform fit my industry?"	Industry context + scenarios + regulatory + which-example-to-start-with
Use Cases	Architect / consultant designing for a specific scenario	Specific scenario walkthrough with Azure services
End-to-End Examples	Engineer implementing	Full working code: deploy + contracts + dbt + data + tests

Read Industries → Use Cases → Examples in that order if you're new.

Federal & Public Sector industries

The platform's federal/public-sector industry coverage is significantly deeper and lives under Use Cases — Government & Public Sector:

• DOJ Antitrust, DOT Transportation, FAA Aviation, EPA Environmental, NOAA Climate, NASA Earth Science, Interior Natural Resources, USDA Agriculture, USPS Postal, Commerce Economic
• IHS / Tribal Health
• Federal Cybersecurity & Threat Analytics

These are treated as use-cases rather than industries because each federal agency is genuinely distinct.

How to contribute an industry page

If your industry isn't represented:

1. Open an issue at https://github.com/fgarofalo56/csa-inabox/issues with:
   • Industry name
   • Top 3-5 analytics + AI scenarios
   • Regulatory frameworks that apply
   • Whether you'd be willing to co-author
2. We'll create the page using the same template as the existing industry pages
3. PRs welcome — docs/industries/<industry>.md