Map your data
Plant, SAP and Salesforce data mapped to one common model. OPC UA, MQTT and MES connect it.
Industries · Manufacturing · Manufacturing data foundation
Plant, SAP and sales data your teams can trust.
We build a governed manufacturing data foundation in your own cloud or on-premises. Your core systems stay in place. Operations and business teams work from the same numbers.
The problem
Plant and business data live in many systems.
Machines, historians, MES, SAP and Salesforce each hold part of the picture. Every new report starts with another data pull.
No single view of operations
Plant and business teams work from different numbers.
Reports built by hand
Analysts join extracts before anyone can use the numbers.
Plant data kept apart
OT data needs a secure path before it can join business data.
How we solve it
We build one foundation your teams can trust.
Our data engineers build it with your team in three steps. Your SAP, MES and plant systems keep running.
Your systems
- Machines and historians
- MES
- SAP
- Salesforce
- Supplier data
Manufacturing data foundation
One trusted view of plant and business
- Mapped
- Matched
- Governed
What it powers
- Demand forecasting
- Production visibility
- Predictive maintenance
- Order-to-cash
- And four more ›
Match products, assets and customers
Records for the same product, asset and customer linked, with one ID for each.
Govern it
IT and OT networks kept apart, with role-based access and lineage for every report.
Use cases
What your data foundation makes possible.
Once your data is in one place, these projects are much quicker to start. Each card shows the data it needs.
Demand forecasting
Forecast demand from orders, sales history and pipeline.
NeedsOrdersSales historyPipeline
Inventory planning
Set inventory levels on current orders and supplier dates.
NeedsInventoryOrdersSupplier dates
Supplier performance
Track on-time delivery and confirmations by supplier.
NeedsPurchase ordersConfirmationsReceipts
Production visibility
See output, downtime and OEE across lines and plants.
NeedsMachine dataMES
Quality and root cause
Trace defects back to the line, batch and supplier.
NeedsInspectionsMESComplaints
Predictive maintenance
Spot equipment at risk of failure before it stops.
NeedsSensor dataWork orders
Service and installed base
Know every installed unit, its history and its next service.
NeedsInstalled baseService tickets
Order-to-cash
Find where orders, invoices and deductions slow down cash.
NeedsOrdersInvoicesDeductions
Also possible on the same foundation: energy use, engineering knowledge search and sales performance. AI workflows such as order-to-cash also get stronger on it.
See manufacturing workflowsManufacturing, supply chain planning
One view of supply and demand.
A furniture maker and rental company plans demand, production and inventory from one ERP.
Read the case study ›15%More accurate forecasts
10%Less idle inventory
94%Of deliveries on time
Do we have to replace SAP or our MES?
No. The foundation connects to SAP, MES, historians and Salesforce through standard connectors. They keep running as they do today.
Where does the foundation run?
In your own cloud or on-premises, on your current data platform or the best fit.
How do you keep OT systems secure?
IT and OT networks stay separate. Data leaves the plant through monitored gateways. Parkar is SOC 2 Type II and ISO 27001 certified.
Do we need a data foundation before we start on AI?
It depends on the workflow. Order-to-cash works with your SAP master data today. Demand forecasting, inventory planning and predictive maintenance draw on the foundation. The Data Readiness Assessment shows which path fits your organization.
Get started
See where your plant and SAP data stands.
4 minutes
AI Readiness Diagnostic
Ten questions about your data, systems and teams. You get a score and a clear place to start.
Take the AI Readiness DiagnosticDownload a sample report ›2 to 3 weeks
Data Readiness Assessment
Our data engineers score your data and give you a ranked plan for the first projects.
Book a Data Readiness AssessmentDownload a sample report ›5 days
AI Use Case Prioritization
Your AI ideas scored and ranked, with the right agent, model and size for each.
Book AI Use Case PrioritizationDownload a sample report ›