E-01AI-enabled EMS
Enterprise Manufacturing Systems instrumented with vision, forecasting and anomaly models across every line.
- Real-time OEE, yield and downtime tracking
- Vision-based defect detection on the line
- Predictive maintenance on machine telemetry
- Digital work instructions and traceability
E-02ERP intelligence
SAP, Oracle, Dynamics and Odoo data unified, cleaned and enriched for AI-driven planning.
- Master data cleansing and deduplication
- Demand and inventory forecasting
- Procurement and supplier risk scoring
- Invoice, BOM and PO document automation
E-03CRM & customer AI
Salesforce, HubSpot and Dynamics 365 layered with scoring, summarisation and agent assist.
- Lead scoring and next-best-action models
- Call and ticket summarisation
- Churn and upsell propensity
- Clean, deduped customer golden records
E-04SaaS application engineering
Multi-tenant SaaS products designed, built and operated with AI features from day one.
- Multi-tenant architecture and RBAC
- Usage metering, billing and entitlements
- Embedded copilots and RAG search
- Cloud-native CI/CD on AWS and Azure
E-05Automotive manufacturing
Automation and dataset supply for OEMs and tier-1 suppliers across the assembly chain.
- Weld, paint and panel-gap inspection data
- Robotic cell tuning and cycle-time analytics
- ADAS and in-cabin annotation programmes
- Warranty and field-failure text mining
E-06Industrial IoT & MES/SCADA
Edge-to-cloud pipelines that make shop-floor signals usable for analytics and models.
- OPC-UA, MQTT and PLC data ingestion
- MES / SCADA / ERP interoperability
- Time-series stores and edge inference
- Energy, scrap and throughput dashboards