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.

CDOs have strategies to focus on managing company data
Catalog, classify and label your data
Organize data according to business capabilities, business area, business domain or data object domains and label according to business terms, ownership, lifecycle status and custom tags as applicable for a contextual foundation to enable data discovery, automation of workflows, or migrations.
Gain insights from data characteristics
Gain actionable insights to support governance, quality assurance, architectural planning, and analytical readiness by profiling data characteristics at scale through automatically profiling on data ingestion or at scheduled intervals, and visualize key summaries and statistics to drive operational awareness and informed decision-making.
Empower your data consumers
Trust your data by obtaining full visibility into where data comes from, how it's transformed, and where it flows, through data lineage without depending on tribal knowledge or solely on documentation. Improve collaboration, confirm if dataset includes recent updates and understand downstream impact of change.

Data Scientists spend 80% of their time finding, cleaning, and organizing data.
According the Harvard Business Review article of What Data Scientists Really Do.

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...