CognusOps AI & Applied Intelligence Consulting

Bridging the Gap Between Operational Technology and Autonomous Intelligence

We engineer sovereign, intelligent systems that connect the physical world of the factory floor and the field directly to advanced artificial intelligence.

Our Consulting Philosophy

Most AI initiatives fail because they treat data in a vacuum. 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 foundational expertise in SCADA, PLC, and control engineering, we ensure that your AI models are fed with high-fidelity, contextualized data directly from your edge devices. Our solutions are designed to be edge-heavy, secure, and strictly tailored to your operational realities.

Core Service Offerings

1. Applied AI & Machine Learning

Transform raw telemetry and visual data into predictive power. We help you design and deploy targeted ML models that operate at the edge for low-latency decision-making.

  • Computer Vision & Video Analytics: Implement robust facial recognition, loitering detection, and real-time visual anomaly correlation.
  • Predictive Maintenance: Utilize high-speed local time-series data to predict equipment failure.

2. GenAI for Industrial Context

Move beyond standard chatbots. We integrate GenAI to synthesize and explain complex operational data, making it accessible and actionable for your human operators.

  • Generative Scene Analysis: Fuse structured operational data with unstructured video metadata.
  • Sovereign GenAI Deployment: Implement powerful GenAI tools strictly on-premise to maintain absolute data sovereignty.

3. Agentic AI & Autonomous Systems

Transition from systems that simply alert you, to systems that autonomously resolve issues. Our consulting focuses on creating secure, closed-loop control mechanisms.

  • Autonomous Closed-Loop Control: Design AI agents that can actively execute validated control commands back to PLCs.
  • Dynamic Workflow Planning: Autonomously dispatch alerts and coordinate systems without human bottlenecks.

The CognusOps Differentiator

In-House Control Engineering

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.

Focus on Data Sovereignty

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.

Full-Stack Execution

From wiring the physical edge gateways to deploying modern, React-based dashboard visualizations, we architect the entire data journey.