About This Architecture

BHive Strategic Roadmap spans five architectural layers from automated test benches through redundant hardware to cloud-native control, demonstrating a complete industrial automation stack on AWS. L1 establishes CI/CD foundations with pytest, CodeCommit, and S3 test storage; L2 adds redundant PLC compute and power infrastructure; L3 integrates local SCADA, MQTT, Modbus TCP, and OPC-UA protocols; L4 connects AWS IoT Core, Kinesis, Lambda, and SageMaker for real-time ML optimization; L5 delivers web APIs via CloudFront, API Gateway, Cognito, and DynamoDB. This architecture solves the challenge of bridging legacy industrial protocols with modern cloud analytics and AI, enabling predictive maintenance and remote control at scale. Fork and customize this diagram on Diagrams.so to adapt the layer structure, swap protocols, or integrate your own AWS services like Greengrass or Step Functions.

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How do I design a multi-layer AWS architecture that bridges legacy industrial protocols like Modbus and OPC-UA with cloud machine learning and web APIs?

The BHive L1-L5 roadmap demonstrates this pattern: L1 establishes CI/CD with pytest and CodeCommit; L2 adds redundant PLC compute and power; L3 integrates SCADA, MQTT brokers, and protocol gateways; L4 streams data via AWS IoT Core and Kinesis to SageMaker for ML optimization; L5 exposes control and analytics through API Gateway, Cognito, and DynamoDB. This layered approach isolates concerns and e