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Data Quality Management

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Issues and Challenges

Today's global trading environment is plagued by inconsistent, inaccurate, and untimely data. Disparate information systems and data formats are central to the issue. Message formats, terminology, and codes may differ across countries, companies and agencies.

Normalizing data across multiple parties can be daunting, but necessary to avoid miscommunications and costly mistakes. Shippers need a data quality program that delivers information accurately, with results that can be trusted by users.


How Amber Road Can Help

A data network is only as good as the quality of the information that gets exchanged. The data quality management (DQM) features of our network offer best-in-class information accuracy for all messages exchanged between trading partners.

Advanced database technologies and validation rules form the foundation for DQM. By validating messages in three dimensions - completeness, timeliness, and accuracy - DQM gives you the confidence that the messages received from other entities are mapping precisely to the system's own syntax for the highest quality of information.

The data quality engine processes hundreds of business rules to evaluate each message before it is posted to the operational data store. This ensures that it is defined correctly for format and syntax. The data store then translates the messages into a standard format (e.g., time, product and location codes) and sequences them with other messages.

Our DQM engine delivers the highest level of data quality so that your team can make vital, time-sensitive decisions to reduce inventory and transportation costs.


To reduce inventory carrying costs and improve supply chain efficiencies, you need accurate analytics to reduce variability and eliminate dwell time. To optimize trade lane performance, you also need accurate visibility into individual order and shipment status.

Amber Road’s multimodal logistics solution provides a range of capabilities to identify and remove inefficiencies resulting in shorter cycle times and less variability, helping companies reduce transportation costs, while improving service levels and transit times.  



“We needed to add more volume and entities without increasing the wait time, on one global standard so all units would have the same level of automation and access to information.”


Global IT Program Manager
Medical Technologies Company


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