Back

Industrial

Integrated Operational Intelligence Platform for Asset Health & Work Management

We built an integrated operational intelligence platform that connects real-time equipment signals with enterprise operational data to give teams a single, trustworthy view of…

Real-Time Industrial Anomaly Detection for Plant Operations

We built a real-time anomaly detection and monitoring platform for industrial operations where early deviation matters more than post-mortem analysis. The system ingests high-frequency…

Integrated Operational Intelligence Platform for Asset Health & Work Management

We built an integrated operational intelligence platform that connects real-time equipment signals with enterprise operational data to give teams a single, trustworthy view of…

  • Strategy

    Build a unified asset-centric data layer, then deliver AI-driven detection and prioritisation tightly integrated into operator and reliability workflows.

  • Design

    Streaming and batch ingestion into a lakehouse foundation, asset identity and event alignment services, ML/NLP analytics layer, and workflow-ready dashboards plus APIs.

  • Client

    Enterprise energy operators in the EU

  • Tags

    ai, anomaly-detection, data-platform, forecasting, iot, nlp, operations, predictive-maintenance

View Project

Real-Time Industrial Anomaly Detection for Plant Operations

We built a real-time anomaly detection and monitoring platform for industrial operations where early deviation matters more than post-mortem analysis. The system ingests high-frequency…

  • Strategy

    Align streaming plant data with maintenance and operator context, then apply mode-aware anomaly detection and incident grouping to surface actionable deviations with low noise.

  • Design

    Streaming ingestion and lakehouse modelling with asset hierarchies, time-series anomaly detection and incident enrichment services, and dashboards plus APIs that connect alerts to maintenance and investigation workflows.

  • Client

    Manufacturers and industrial operators in the EU and wider EMEA region.

  • Tags

    anomaly-detection, lakehouse, manufacturing, operations, predictive-maintenance, reliability, streaming, time-series

View Project