←  All terms
S
APIs & Integrations

Single Source of Truth

A single source of truth is the authoritative data source from which participating systems obtain consistent information.

A single source of truth keeps critical information consistent by establishing one authoritative system from which connected applications read or synchronize data. This reduces duplicate maintenance, conflicting records, and unnecessary synchronization errors. Reliable implementations depend on clear data ownership, well-defined interfaces, secure access, and observable data flows. The concept is closely related to Data Integration and CRM Integration.

Read more

Data Integration

CRM Integration

Content Modeling

Governance

FAQ

Single Source of Truth

How do content modeling and a single source of truth relate?
Content modeling defines which fields and relationships a content type has. The single source of truth decides where that content is maintained authoritatively. A clean model enables reuse across channels without copying text. Without one, the authoritative source stays vague because ownership per field is missing.
Which common mistakes undermine a single source of truth?
Copies often survive and keep being edited by hand, which brings back diverging records. Missing data owners, unclear field mappings, and synchronization without monitoring are equally common. Errors then surface only when customers see contradictory information. A regular reconciliation job that raises an alert on deviations limits that risk.
Does a single source of truth always mean one single system?
Usually not. The principle applies per data object: the CRM owns customer records, the CMS owns content, the ERP owns prices. One central system for everything is rarely practical. What matters is that each piece of information has exactly one authoritative location and every consuming system knows which one it is.
How is a single source of truth established in practice?
By assigning one leading system per data object. Customer, product, or price data each get exactly one owner system. Other systems read from it or receive copies through an interface, but never write back. Without this assignment, competing maintenance points appear. A named data owner and documented change rules complete the setup.