Foundation · Unified Manufacturing Data Platform
Single Source of Truth
Streaming ingest from ERP, MES, WMS, IoT, supplier and CAD systems into a governed Bronze → Silver → Gold lakehouse.
All Pipelines Healthy
Streams Online
214
Hz · 99.98%
Daily Volume
8.42 TB
+ 12% wow
Schema Contracts
1,284
0 violations
Data Lineage Nodes
9,621
auto-discovered
Medallion Lakehouse Architecture
Bronze · Silver · Gold layered processing
Bronze Layer
Raw immutable ingest
8.4 TB · 214 streams
1.42M evt/min
Silver Layer
Cleansed · conformed
3.1 TB · 84 datasets
validated 99.6%
Gold Layer
Curated · feature store
612 GB · 31 marts
47 ML models
Source System Connections
ERP · MES · WMS · IoT · Suppliers · CAD
| System | Type | Events | Latency | Health | Status |
|---|---|---|---|---|---|
| SAP S/4HANA | ERP | 12.4k/min | 28ms | 99.98% | live |
| Wonderware MES | MES | 84.2k/min | 12ms | 99.94% | live |
| Manhattan WMS | WMS | 6.1k/min | 44ms | 99.91% | live |
| OPC-UA Edge Gateway | IoT | 1.42M/min | 4ms | 99.99% | live |
| Coupa Supplier Hub | B2B | 920/min | 112ms | 99.62% | live |
| Solidworks PDM | CAD/CAM | 412/min | 82ms | 99.84% | live |
Stream Throughput
Kafka · last 60min
Topics
312
Consumers
874
Data Lineage Map
Auto-discovered dependencies · 9,621 assets
Schema Governance
Contracts · evolution · drift detection
mes.machine.telemetry.v3stable
Avro · 24 fieldsno drift
erp.order.fulfilled.v2stable
Protobuf · 41 fieldsno drift
wms.movement.v1evolving
JSON · 18 fields+2 fields proposed
iot.vibration.fft.v1stable
Binary · 1024 dimsno drift
Ingest Volume by Source
Last 24h
Avg 312 GB/hPeak 482 GB/h · 16:20