Data & AI

From raw OT data to real decisions — OEE analytics, predictive AI and ESG digital twins

Build industrial data platforms that transform raw OT telemetry into operational intelligence and ESG performance metrics. From industrial data lakes through OEE analytics and predictive AI to 3D digital twins — Delfers delivers the full data value chain with Microsoft Sustainability Manager for real-time carbon tracking.

Industrial Data Platform

Industrial data lakes from ingestion through governance, quality management, cataloguing and distribution — built for time-series OT data at global scale.

Industrial Data Lake Architecture & Build
OT Data Ingestion via Nexa Edge Pipelines
Data Quality, Governance & Cataloguing
Time-Series DB (InfluxDB, TimescaleDB)
Apache Kafka Streaming & Spark Processing
Multi-Region Data Residency & Compliance
Master Data Management (MDM)
Data Lineage & Audit Trail

Analytics & AI Models

OEE, yield, quality root cause, FMEA, predictive AI and AutoML pipeline deployment — connecting production metrics to enterprise decisions.

OEE, Availability & Performance Tracking
Yield & Quality Root Cause Analysis (RCA)
FMEA & Failure Mode Prediction Models
Power BI / Tableau / Qlik Dashboards
AutoML Pipeline Deployment & Monitoring
Demand & Supply Forecasting Models
Anomaly Detection & Alert Routing
Prescriptive Analytics & What-If Simulation

Digital Twin & ESG

3D digital twins for energy flow simulation, process optimisation and ESG reporting via Microsoft Sustainability Manager — carbon tracking from machine level to corporate.

3D Process Digital Twin Modelling & Build
Energy Flow Simulation & Optimisation
Carbon Emissions & Scope 1/2/3 Tracking
Microsoft Sustainability Manager Integration
ESG KPI Reporting, Benchmarking & Targets
What-If Scenario Analysis & Planning
Renewable Energy Certificate (REC) Tracking
Investor-Grade ESG Disclosure Support

Ready to get started?

Talk to a Delfers engineer about your specific challenge.