Affirma Use Cases
USE CASES Supporting DIFFERENT BUSINESS FUNCTIONS
Stakeholders from different business functions will engage with Affirma from different perspectives. Your interaction may be directly with Affirma, or you may not even be aware that data you are served has been harmonized and transformed through Affirma capabilities.
Data Lineage
Understanding how data flows
Organizations are faced with the challenge of managing thousands of spreadsheets and other sources to understand how their data flows. With Affirma you can centralize your data mapping and transformations and compute data lineage.
Managed Analytics
Creating and maintaining an analytics platform
Organizations must overcome data silos, poor data quality and invest in scalable analytics infrastructure to bridge the gap between data generation and actionable insights. With Affirma you can efficiently manage and maintain your analytics platform
Metadata Management
Extend metadata for enhanced collaboration
Your "data about data" can contribute to a more agile, informed, and data-driven organization, capable of leveraging its data assets to achieve strategic objectives and maintain a competitive edge. Learn how Affirma provides a unified understanding of your data across systems and departments eliminating the need for disjointed data management processes.
Regulatory Compliance
Applying policy to data
Organizations must comply with a multitude of regulatory requirements, audits and reporting to show compliance and for gap identification which must be translated into actionable policies and processes. With Affirma you can create the link between policy and how data needs to be managed.
Semantic and Ontology Management
Understand the meaning of your data
An organizations capacity to draw insights from their data is often limited by data silos. Affirma leverages semantics to provide your common conceptional definitions of data and incorporates the widest scope of interpretation.

Changing Your Data Management Reality
The reality we face today is an exponential growth of data with the potential to drive operational efficiencies and innovation. But this deluge of data needs to be managed, in a structured way, through processes, frameworks, practices and ideally driven by technology...

Garbage In Is Garbage out – The Importance of Data Labels
There is a common expression in technology domains being “garbage in, garbage out”. The expression was popular in the early days of computing and is even more relevant today as we utilize innovative technologies such as machine learning and artificial intelligence,...

Affirma Product Update – Knowledge Graph Viewer
Visualization helps turn abstract ideas into tangible insights. Whether you are solving complex problems, aligning a team, or setting goals, being able to see something often makes it real and easier to grasp. To foster alignment and smarter decision-making, it's...