Insights

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...

Why Metadata Is the Missing Link in LLM and AI Success
Organizations are investing substantial capital in developing advanced analytics and reporting capabilities that help business users better understand operational challenges and potential risks, ultimately aiming to lower costs and mitigate business risks. However,...

Utilities: Improving Operations and Outcomes with Affirma
Utilities manage complex assets across electrical grids and water distribution systems, necessitating accurate tracking and maintenance. However, fragmented data systems, lack of integration, and inconsistent information lead to inefficiencies, increased risks, and...

Benefiting From Your Metadata
Suddenly you and your organization are tasked to transform your electricity system into one that is cleaner, more resilient, and more affordable. And it that was not enough, it needs to happen in collaboration with other industry sectors, such as transportation,...

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...

Managing the six data nodes
An integrated approach to the data journey can help organizations achieve operational excellence, reshape strategy, build resilience, and avoid technical debt as both the internal and external environment in which business is conducted continues to change....

Affirma Showcased at CIM User Group Australia 2023 in Brisbane
The CIM User Group Australia 2023 conference focus was centered around "CIM the Development, Growth, and Acceptance of a Standard." Participants from various organizations and sectors from Thailand, Australia, Malaysia, New Zealand and other countries in the region...

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,...

Unleashing the power of the six data nodes
In everyday life we are generating huge amounts of data which we are increasingly attempting to use for improved and innovative outcomes to meet corporate objectives. It is therefore necessary to think about managing our data efficiently to ensure it is accurate,...

People, Technology and Evolving Data Management
Data Fabric. Data Mesh. The latest buzzwords in the ever-growing data analytics community. Utility companies have been working on solutions to address their operational data and how to keep it organized and available. Each solution presents its strengths and...