What is ISO 8000?

ISO 8000 is the international standard for the exchange of quality data and information. Specifically, it defines requirements for the exchange and quality of master data — things like product data, supplier data, asset data.

A good example of ISO 8000 is when you fill in a form. The form itself is the data requirement – it specifies what data is needed; some of the data will be mandatory and some will be optional. The data format such as length and valid characters can be stated (date format for example) or easier still the value may come from a pick list. If the data you enter conforms to the form, it meets the “stated requirements” so it would be ISO 8000 compliant.

The Purpose of ISO 8000

ISO 8000 is the international standard for Data Quality. Specifically, it defines requirements for the exchange and quality of master data – things like product data, supplier data, asset data, etc. It’s particularly relevant for organizations that rely heavily on accurate, trusted data across supply chains or enterprise systems.

ISO 8000 defines quality data as “portable data that meets stated requirements”. The standard is concerned with how data is encoded and formatted so that it is explicit and can be used to reliably deliver quality information.

Adopting ISO 8000 makes it easier and more cost effective to manage the master data used in your supply chain and procurement systems (ERP, MDM, P2P, S2P), to structure data that is more accurately interpreted and used by AI-agents, to contract for quality data and to identify companies and software applications that can deliver quality data.

The scope of ISO 8000

The ISO 8000 standards series has a broad scope relating to industrial and supply chain data. It is best know for defining data requirements for the WHAT, WHO, and WHERE of supply chain transactions. The WHEN is addressed through the ISO 8601 standard!

ISO 8000 Parts overview

For more on the practical application of ISO 8000 standards for formatting supply chain data elements like part numbers, functional locations, supplier identity, interoperable data format (automated data exchange between software applications) explore the links below.

The business case for adopting ISO 8000

Poor master data quality is a silent but expensive problem. Research consistently shows that bad data costs organizations significant money – often cited in the range of 15–25% of revenue impacted by data quality issues through errors, rework, lost sales, and inefficiencies. ISO 8000 provides a structured, certifiable framework to fix this systematically rather than reactively.

Common triggers that make the business case for ISO 8000 adoption compelling are:

  • Customer or contract requirement — a key client or government body is mandating it
  • Digital transformation — migrating to a new ERP or PLM system and need clean data
  • Supply chain expansion — onboarding more suppliers and data inconsistency is growing
  • Merger or acquisition — integrating data from multiple systems/organizations
  • Regulatory pressure — industry compliance requirements tied to data integrity

Risks of NOT Pursuing ISO 8000

A strong business case also addresses inaction:

  • Continued accumulation of data debt that becomes increasingly expensive to fix
  • Risk of losing contracts if customers begin mandating data quality certification
  • Greater exposure to supply chain failures caused by master data errors
  • Competitive disadvantage as peers and suppliers mature their data governance

Benefits of Adopting ISO 8000

Operational:

  • Improved data accuracy across systems (ERP, CRM, supply chain platforms)
  • Reduced errors from bad master data (wrong part numbers, duplicate records, incorrect supplier info)
  • Faster onboarding of new suppliers or products due to standardized data processes

Financial:

  • Fewer costly mistakes caused by data errors (wrong orders, compliance failures, production delays)
  • Reduced rework and manual data cleansing effort over time

Competitive / Commercial:

  • Differentiator in industries where data quality is critical (manufacturing, defense, oil & gas, pharma)
  • Can be a contractual requirement from large customers or government clients, particularly in defense supply chains
  • Demonstrates data governance maturity to partners and customers

Regulatory / Risk:

  • Supports compliance in regulated industries where data integrity is scrutinized
  • Reduces risk of supply chain disruptions caused by master data errors

Data quality in the age of digital AI-enabled supply chains is a pressing issue. To make the business case for ISO 8000 data quality in your organization these are areas where you can create a compelling case:

Benefit Area How to Quantify
Reduced data cleansing cost Hours spent manually fixing data × hourly rate
Fewer order/procurement errors Error rate × average cost per error
Faster supplier/product onboarding Time saved × volume of onboarding events
Reduced production downtime from bad data Downtime incidents × cost per hour
Avoided regulatory fines Risk probability × fine value
Improved inventory accuracy Excess inventory carrying cost reduction


Plus there are the Qualitative Benefits

  • Organizational credibility — certification signals data governance maturity to customers, auditors, and partners
  • Competitive differentiation — relatively few organizations hold ISO 8000 certification, so it stands out
  • Improved decision-making — leadership and operations rely on trusted data rather than questioning its accuracy
  • Cultural shift — embeds a data quality mindset across departments rather than leaving it to IT alone
  • Audit readiness — cleaner data makes internal and external audits faster and less painful

Incomplete or duplicate records, poor quality descriptions and inaccurate information cause inefficient allocation and use of resources. This can add up to a 20% increase to direct and indirect costs. Poor quality data is a barrier to effective marketing and the leading cause of transparency issues that drive up the cost of regulatory compliance.

Why should you or organization want to get involved in the ISO standards process? Learn more about the value of the ISO standards in the industrial sector in this booklet published in Sweden: Swedish_Tech_The_Golden_Standard_ENG.pdf (sip-piia.se)

ISO 8000 international standards for data quality

frequently asked questions

ISO 8000 is the international standards for data quality. The purpose of ISO 8000 is to make it easier to tell the difference between those companies and software applications that can deliver ISO 8000 quality data and those that cannot.

The strength and power in ISO 8000 lies in the opinion of what is, and what is not, quality data. This standard is based on international agreement; industry experts from around the world have agreed that there are characteristics of data that can be used to define and measure its quality. All these aspects are described in ISO 8000.

ISO 22745 is a standard for encoding data in XML using an open technical dictionary. This encoding makes the data portable and independent of any software application. Data portability is a fundamental principle of ISO 8000.

ISO 8000 data is portable data that meets stated requirement. Data portability means that the data can be read by any application without losing meaning without having to pay fees or royalties. This requires that the data is encoded using an open technical dictionary like the eOTD or that the dictionary that is used to encode the data is included in the data. “Meets stated requirements” means that there is a requirement statement that can be used to determine if all the data that is supposed to be there is there. Achieving ISO 8000 data quality requires that all the metadata (tags) and reference data (codes) are in a dictionary and there needs to be a specification of what data should be present.

No, it is your data, ISO 8000 simply requires that if you decide to provide data to someone, the meaning of the data is explicit.

Your customers will greatly appreciate the fact that you are able to provide them with quality data. Today the total cost of ownership of a product includes the cost of acquiring and storing the data needed to manage the product, making data an integral part of the product. Data quality is a great differentiator. A quality product should come with quality data.

One of the biggest costs of an ERP system is the cost of data acquisition and validation. ISO 8000 quality data is explicitly encoded data formatted in XML. Depending on the application it can be directly imported or easily converted into spreadsheet and imported.

1. As a buyer, asking your supplier to provide you with ISO 8000 quality product specifications will make it easy for you to create master data records for the products you buy. These specifications will make it easy for you to classify the products and create consistent names and descriptions which will avoid creating duplicate records.

2. As a Seller creating ISO 8000 quality product specifications will make it easier for you to publish your specifications and easier for your customers to find your products.

3. For service providers being ISO 8000 compliant identifies you as a provider of quality solutions and differentiates you from others that are not yet compliant.

If you have thousands of technical specifications you probably already have this data in a database or publishing application. An ISO 8000 technical specification is just another output format. If your application provider does not support the ISO 8000 output format yet, we can provide you with a tool that will convert a spreadsheet or database containing your specifications into the ISO 8000 format.

An ISO 8000 audit is a simple and straightforward process that only looks at the data: data is either ISO 8000 compliant or it is not. ECCMA provides certification that a data set is ISO 8000 compliant or that a company can provide ISO 8000 quality data. We ask for a sample of the data and this is what we use to provide the certificate.

First, we look to confirm that it is portable data by checking the format and that the data is correctly encoded using an open technical dictionary. Then we compare the data against the data requirement specification to make sure all the data that is supposed to be there is in fact there. We typically recommend that a company claiming to provide ISO 8000 quality data obtain a certificate every year.

All ISO standards allow you to “self-certify” you simply claim that you are compliant. However, asking someone else like ECCMA to certify you is helpful in establishing your reputation. As
claiming that data is ISO 8000 compliant is easy to verify, it is important to make sure your data is truly compliant if you claim it is ISO 8000 quality data.