Cloud Ground Control (CGC) is an advanced AI systems engineering company building the intelligence layer for autonomous machines, edge devices, and distributed fleets.
We develop five integrated platforms that close the loop between real-world data, machine learning, and autonomous action:
CGC Sentinel — Real-time edge AI computer vision using YOLOv8, TensorRT, and OpenVINO. Runs on constrained hardware at 25–30 fps, cutting bandwidth ~80% through event-driven MQTT/WebRTC architecture. Powers autonomous drone fleets and IoT monitoring without cloud dependency.
FleetSim Predictive — Digital twin and predictive analytics platform using XGBoost and LSTM forecasting. Reduces fleet downtime ~30% through proactive maintenance, with sub-second TimescaleDB telemetry queries and ~15% battery efficiency gains from mission planning optimisation.
Nexus Agents — AI agent orchestration platform built on LangGraph and LlamaIndex. A Manager–Worker–Monitor hierarchy handles autonomous incident triage, log analysis, self-healing workflows, and human-in-the-loop approval gates for high-risk actions across drone and IoT deployments.
Cognex RAG — Retrieval-augmented generation assistant for fleet and device knowledge. ClickHouseDB vector store with Redis hot cache, MCP live tool access, and hybrid semantic search. Supports chat and voice — every answer cited to source documents or live device data.
Forge LLM — Private domain model training platform. LoRA/QLoRA fine-tuning on Modal, AWS SageMaker, or local air-gapped GPU. YOLOv8 custom training for edge vision tasks. ONNX, TensorRT, and OpenVINO export. Your data never leaves your infrastructure.
Industries: Healthcare · Adult Care · Defence & ISR · Infrastructure Inspection · Precision Agriculture · Smart Cities

Cloud Ground Control UK

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Cloud Ground Control UK

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