[ Antcluster for Manufacturing ]

ERP, MES, QMS, PLM, SCADA — unified.

Example query

"What is the OEE trend for Line 4 across all shifts this quarter, excluding planned maintenance windows?"

Your schema · one Topology Graph

Source systems

ERP · MES · QMS · PLM · SCADA

Schema mapping

monthshours

Time-to-first-query

< 0 day

[ One graph ]

Every Manufacturing system → one queryable topology

Antcluster ingests each source database, discovers cross-system join paths automatically, and unifies them into one Topology Graph — no bespoke ETL pipeline required.

ERPMESQMSPLMSCADATopology Graphone queryable map

The data problems Antcluster solves in Manufacturing

Schema sprawl across vendor systems

1,000+ tables across ERP, MES, QMS, PLM, and SCADA. No shared schema. No glossary written in this decade. Antcluster maps the topology in hours, not months.

Quality, supplier, and production data live in silos

Defect-rate analysis across supplier batches typically requires joining 12–20 tables across three systems. Antcluster pre-computes valid join paths so any cross-system query resolves in a single graph traversal.

Schema drift breaks shopfloor dashboards weekly

The Schema Watcher daemon detects schema changes in under 18 seconds for a 500-table schema, and emits structured diffs to affected reports — eliminating the reactive patch cycle.

Questions teams ask Antcluster

  • OEE trends across shifts, excluding planned maintenance windows
  • Defect-rate comparisons across supplier batches by plant and component family
  • Predictive maintenance signals correlated across SCADA, CMMS, and weather feeds
  • Quality root-cause analysis joining production logs and supplier metadata

Further reading

See Antcluster on your Manufacturing data

30-minute live demo on a sample of your real database. Read-only, air-gapped, no setup required.

Book a demo