Bridging the Gap Between Operational Technology and Autonomous Intelligence. We engineer sovereign, intelligent systems that connect the physical world of the factory floor directly to advanced AI.
Most AI initiatives fail on the factory floor because data scientists don't understand PLCs, and controls engineers don't build LLMs.
We do both. Cloud-only solutions often lack the operational technology (OT) context required to make critical, real-time decisions. We approach AI from the ground up.
Leveraging our expertise in PLC, DCS, SAFETY, SCADA, and MES to ensure models are fed with high-fidelity data.
Integrating robust industrial messaging brokers (OPC UA, MQTT, EMQX) for edge-heavy, secure operations strictly tailored to your reality.
Transform raw telemetry and visual data into predictive power via targeted Quantized Models operating at the edge.
Implement high-throughput automated decision-making and visual anomaly correlation utilizing NVIDIA DeepStream and YOLO architectures.
Utilize high-speed local time-series data to predict equipment failure, enabling precise degradation tracking for critical assets.
Move beyond standard chatbots. Synthesize and explain complex operational data for your human operators.
Equip technicians with on-device Small Language Models (SLMs) paired with Qdrant vector databases to query machine manuals instantly.
Fuse structured operational data with unstructured video metadata for complete situational awareness.
Transition from systems that simply alert you, to systems that securely and autonomously resolve operational issues.
Design AI agents that can actively execute validated control commands back to PLCs securely.
Autonomously dispatch alerts and coordinate systems without human bottlenecks using LangGraph, n8n, and TimescaleDB infrastructure.
We aren't just IT consultants. We understand the OT world intimately—from Modbus and Profinet to complex PLC logic—ensuring your AI actually understands the machinery it monitors.
We specialize in air-gapped, on-premise deployments. Your sensitive operational data and video feeds never have to leave your facility to benefit from advanced AI.
We architect the entire data journey to meet Industry 5.0 mandates for human-centric, resilient manufacturing, integrating modern databases like PostgreSQL seamlessly.