Plugin Architecture

• Modular plugin system for custom extensions
• Hot-pluggable components without restart
• Plugin marketplace & versioned registry
• Dependency management & conflict resolution
• Sandboxed execution for plugin isolation

Model Adapter Framework

• BYOM — Bring Your Own Model support
• Standard model interface abstraction
• Pre/post-processing adapter hooks
• Multi-framework support (PyTorch, TF, ONNX)
• Model format converters & validators

API & SDK Layer

• RESTful API with OpenAPI documentation
• Python, Go & JavaScript SDKs
• gRPC streaming API for real-time data
• Authentication & rate limiting
• Webhook management & event subscriptions

Integration & Workflows

• Dataset format adapters (COCO, YOLO, VOC, custom)
• Third-party VMS & NVR connectors
• SIEM & ticketing system integration
• Custom workflow engine with BPMN support
• CI/CD pipeline integration for model delivery