8.1 Azure OpenAI Service

Enterprise AI models (GPT, DALL·E, Whisper) with security and compliance.

• Models & deployments
• Private endpoints
• Content filtering
• Fine-tuning
• Assistants API

8.2 Azure AI Services

Pre-built AI APIs (Vision, Speech, Language).

• Computer Vision, OCR
• Speech-to-text / Text-to-speech
• Language processing
• Translator

8.3 Azure Machine Learning

End-to-end ML lifecycle platform.

• Experiments & models
• Compute clusters
• Pipelines
• Endpoints

8.4 Azure AI Search

Full-text + vector + semantic search.

• Indexes
• Skillsets
• Vector search

9.1 Azure Stream Analytics

Real-time stream processing with SQL-like queries.

9.2 Azure Data Factory

Cloud ETL and orchestration.

• Pipelines
• Activities
• Integration Runtime

9.3 HDInsight

Managed Hadoop ecosystem.

9.4 Azure Analysis Services

Enterprise semantic modeling for BI.

9.5 Microsoft Purview

Data governance and catalog.

10.1 Azure Resource Manager (ARM)

Core management layer for all Azure resources.

• Resource Groups
• Subscriptions
• Management Groups
• Bicep / ARM templates

10.2 Azure Monitor

Observability platform (metrics, logs, alerts).

• Application Insights
• Log Analytics
• Alerts & dashboards

10.3 Azure Advisor

Recommendations for cost, performance, security.

10.4 Azure Cost Management

Track and optimize cloud spending.

• Budgets
• Cost analysis
• Reservations

10.5 Azure Arc

Manage hybrid and multi-cloud resources.

10.6 Azure Migrate

Assess and migrate on-prem workloads.

10.7 Azure Lighthouse

Multi-tenant resource management.