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What are the key business use cases driving the data integration effort (e.g., data delivery, grid analytics, demand forecasting, compliance reporting, IoT device communications)?

You can upload any functional spec document (Word, PDF, PPT etc.)

• What types of data sources will be integrated (e.g., smart meters, SCADA, AMI systems - Headend Systems/MDMS/Billing)?
• Are the data sources structured, semi-structured, or unstructured?

How often do you expect data to flow between systems

• What security mechanisms are required (e.g., encryption, tokenization)?
• Are there specific compliance or regulatory requirements (e.g., GDPR, NERC-CIP)?

What are the expected volumes of data at peak and normal loads?

What protocols are supported (e.g., REST, SOAP, MQTT)?

Are there existing APIs or systems that the data integration layer will need to connect to?

What integration platforms or middleware are currently in use

What cloud platforms are currently in use

Are there preferences for cloud-based or on-premise integration solutions?