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Insights › Architecture & tech

Architecture & tech

Designing a Data Model for Multi-Plant, Multi-Entity Manufacturers

Companies, plants, warehouses, currencies and common masters — decisions that are expensive to change later.

Trikaan Research & Engineering·10 Nov 2026·4 min read
Designing a Data Model for Multi-Plant, Multi-Entity Manufacturers

KEY TAKEAWAYS

  • Some data model decisions are very expensive to change later.
  • Model legal entities, plants and warehouses separately.
  • Keep masters shared and transactions scoped.
  • Design permissions around the same hierarchy.

Software that works for one plant often struggles when a second company, a new plant or an overseas subsidiary appears. The cause is usually the data model.

Here are the decisions to get right early.

The hierarchy

LevelRepresentsExamples of scoped data
GroupWhole organisationCommon masters, group reports
Company (legal entity)Books of accounts, tax registrationLedgers, invoices, tax
Plant / sitePhysical locationProduction, machines, people
Warehouse / storeStock locationInventory, bins
Line / work centreProduction unitWork orders, OEE

Shared masters, scoped transactions

Items, customers and vendors are usually shared across the group, with company- or plant-specific attributes where needed (local prices, tax codes). Transactions always belong to a company and plant.

Currencies and units

Store transaction currency and company currency, with exchange rates by date. Store a base unit per item with conversions, never assume units.

In practice: Adding multi-currency later usually touches almost every table. Design it in from the start.

Inter-company flows

  • Stock transfers between plants of the same company.
  • Sales between group companies with matching purchase records.
  • Elimination for group reporting.

Permissions follow the hierarchy

Users are scoped by company, plant, warehouse or territory. Reports and AI queries respect the same scopes.

Frequently asked questions

Should each plant have its own item codes?

No — use shared item codes with plant-specific attributes.

How do we handle acquisitions?

Add a company, map its masters to group masters and migrate transactions in waves.

What about different tax systems?

Tax configuration belongs to the company level.

Can one user see several plants?

Yes, through roles scoped to multiple plants or companies.

  • #manufacturing data model
  • #multi entity ERP data model
  • #multi plant database design
  • #master data design
  • #multi currency manufacturing

Trikaan Research & Engineering

Trikaan

Written by the researchers and engineers who build Anvaya, ASTR and Seed Track, with input from Trikaan's delivery and engineering teams.

ON THIS PAGE

  • The hierarchy
  • Shared masters, scoped transactions
  • Currencies and units
  • Inter-company flows
  • Permissions follow the hierarchy
  • FAQ

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