Azure AI Foundry IT External System

AI and ML platform for training, deploying, and managing predictive models including crowd density prediction and injury risk assessment.

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Business Capabilities

• Train and deploy crowd density prediction models for stadium safety
• Run injury risk assessment models for player management
• Provide real-time inference endpoints for operational AI
• Enable fan churn prediction for marketing campaigns

Bounded Context

• IT Management

Data Landscape

Entity	Description	Role	Software Systems
IoT Sensor Reading	Data point from an IoT device monitoring a zone	Uses	Stadium Management
Training Session	Planned practice session for players	Uses	Player Performance
Match Performance	Player statistics and ratings from a match	Uses	Player Performance
Customer Profile	Contact and purchase history of a customer	Uses	Salesforce CRM

References

• Azure AI Foundry Documentation

Deployment - Acceptance - Azure AI Foundry

Deployment - Development - Azure AI Foundry

Deployment - Production - Azure AI Foundry

Deployment - Test - Azure AI Foundry

Inbound

System	Description	Technology
Data Analyst	Train and evaluate models
Matchday Operations	Predict crowd density for safety planning	JSON/HTTPS
Player Performance	Run injury risk prediction models	JSON/HTTPS
Stadium Management	Predict crowd density from sensor data	JSON/HTTPS

Outbound

No outbound dependencies.