Bring Your Data Fabric to Life.  Reduce Complexity. Gain Business Value.

Harmonize Data Integration and Analytics Across Your Data Fabric

Treating your data as a valuable asset ensures consistent understanding, promotes re-usability, and minimizes future expenses by understanding the impact and the possibilities of data usage across all producers and consumers of data.

Affirma is a seamless and single point of reference for utility data modeling, mapping, analytics and integration for those who are seeking to digitally transform through their data, by maximizing value, by supporting changing business needs and addressing new technologies. Affirma supports both business and technology groups in design, lineage, governance and build automation leading to a common understanding of your data by all stakeholders.

Affirma is designed with an end-goal of providing faster, quality access to your data for different vendor solutions, analytics platforms, and ultimately for solid decision making in support of business vision and strategy.





Reference Data

Import and utilize industry standard models (i.e., IEC CIM, OpenFMB, 61850, etc.) as well as proprietary models and schemas.

Enterprise Semantic Model

Model driven design support and management of an enterprise semantic model. Enabling core concepts of the IEC CIM to establishing an enterprise model.


Centralized and connected design of interfaces and persistent data stores with the impact analysis.

Data Mapping

Centralized and common means for mapping of data across the organization to enable future impact analysis.

Data Lineage

An established single version of truth enabling a design first approach to enable reusability and reduce technical debt.

Data Profiling

Profiling of the data directly linked to data mappings and lineage to ensure quality.


Support governance and management of the data and metadata. Rich set of APIs to allow for integration with others and existing tools.

Data Dictionary

Common definition of the data based upon the company Enterprise Semantic Model.

Build Automation

Code generation based upon design, data mapping and data profiling for integration and analytics. Ensuring a full end-to-end design first approach.

Core Product Capabilities

Enterprise Semantic Modeling

Establishing a common data model and definition across the organization.

  • Data-in-motion support (integration)
  • Data-at-rest support (analytics)
  • Data modeling capability
  • Integrated IEC CIM model support and management
  • Import of vendor and other standard data models


Data Mapping

Manage the integration and usage of data with a design first approach to enable reusability.

  • Metadata management across the organization
  • Centralized management of mapping transformation and business rules
  • Model driven design and code generation of data pipelines and interfaces
  • Ability to defined customized transformation
  • Generated design documentation for development team


Data Lineage

Understand the impacts before making business decisions.

  • Single version of the truth
  • Impact analysis on current and future changes
  • Reusability and technical debt reduction
  • Upstream and downstream data impact analysis


Data Profiling

Create a high level of confidence in the data for driving business decisions.

  • Statistical analysis of Instance data
  • Data quality assessment
  • Extract metadata from instance data
  • Correlation identification
  • Cleanup suggestions


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Xtensible Solutions

Xtensible Solutions