Multi-plant manufacturers
One data standard and rolled-up visibility across sites.
Manufacturing Data Platform
A Connected Data Platform for the Smart Factory
Unify machine, equipment, and production data in real time — with IoT-enabled shop-floor connectivity, analytics and dashboards, and integration across MES, ERP, and industrial systems.
Industry 4.0IIoT-ConnectedMES/ERP IntegrationReal-Time Analytics
Trusted by global innovators
What a manufacturing data platform does
A manufacturing data platform is the connective layer that turns scattered machine signals, MES records, and ERP data into one real-time, queryable view of production. Instead of data trapped in PLCs, historians, and spreadsheets, the platform collects it continuously, contextualizes it against products and work orders, and makes it available for dashboards, analytics, and downstream systems.
That foundation is what Industry 4.0 initiatives actually run on. With clean, connected production data, teams get live monitoring, meaningful analytics, and the reliable feed that predictive maintenance and factory intelligence need — without ripping out the equipment already on the floor.
What it is
One real-time data layer for the factory
A manufacturing data platform ingests machine and equipment data via IoT, PLCs, SCADA, and MES, standardizes and contextualizes it, and serves it to dashboards, analytics, and enterprise systems.
Built to be vendor-neutral and scalable, it connects a mixed equipment estate into a single source of production truth rather than another isolated tool.
What we build into your manufacturing data platform
Each capability turns raw plant-floor signals into contextual, decision-ready production data.
Real-Time Data Collection
Continuous capture of machine and process data from sensors, PLCs, and historians across the plant.
Machine & Equipment Integration
Vendor-neutral connectivity that brings a mixed equipment estate into one standardized data model.
Production Monitoring Dashboards
Live shop-floor and management dashboards for output, status, and performance by line and cell.
Manufacturing Analytics & Reporting
Analytics on throughput, quality, and efficiency, with reporting for operations and continuous improvement.
IoT-Enabled Shop-Floor Connectivity
Edge and IIoT connectivity that captures data from equipment that was never designed to be connected.
Data Visualization & Insight
Contextual visualization that ties data to products, orders, and events so it's actionable, not just charts.
Predictive Maintenance Capabilities
A clean historical and real-time feed that powers condition monitoring and predictive-maintenance models.
MES, ERP & Industrial Systems Integration
Two-way integration with MES, ERP, and IoT devices so production data flows across the enterprise.
Where it runs
Who builds a manufacturing data platform
Operations pursuing Industry 4.0 that need a trusted data foundation first.
Industry 4.0 programs
The connected-data foundation smart-factory initiatives depend on.
Operations & CI teams
Analytics on throughput, quality, and efficiency in real time.
Maintenance & reliability
A clean data feed for condition monitoring and prediction.
Mixed-equipment estates
Vendor-neutral connectivity for old and new machines alike.
Data & analytics teams
A governed production data layer for BI and ML.
Why it matters
Decisions on data, not guesswork
- Replace siloed historians and spreadsheets with one live data layer
- See production status and performance in real time
- Connect legacy and modern equipment without a rip-and-replace
- Feed analytics, BI, and predictive-maintenance models reliably
- Contextualize data against products, orders, and events
- Scale a governed data foundation across plants
The foundation Industry 4.0 runs on
Smart-factory value stalls without connected data. The platform is the layer everything else builds on.
Real-time
Unified production data across the plant
Vendor-neutral
Connect any equipment, old or new
MES/ERP
Data in context with orders and products
Standards & connectivity
Interoperable with your industrial stack
OPC UAMQTTISA-95IIoTMESERP
Frequently Asked Questions
An MES executes and records production; a historian stores time-series tags. A manufacturing data platform sits above both — it collects from machines, MES, and historians, standardizes and contextualizes the data, and serves it to dashboards, analytics, and enterprise systems as one connected layer.
Ready to build your production data foundation?
Share your equipment mix, systems, and Industry 4.0 goals. We'll return a plan to stand up a connected manufacturing data platform and scale it across the plant.
contact@agnotic.com
Partnerships
contact@agnotic.com