Blog articles

Ideas from Trace

Thoughts on business analysis, metric trees, AI, and the future of how companies understand performance.
Metric Trees, Context Graphs and Decision Traces

Looking a bit beyond the smart-sounding buzzwords

Vijay Subramanian
Sorry, Metric Cubes are Alive, Well and Important

Making the case that the concept of cubes is alive, well and more important than ever.

Vijay Subramanian
Metric Trees are Computable Data Models

Metric trees are not visuals but deep, rich computable data models.

Vijay Subramanian
Automating a Common Pattern: Mix-Shift Analysis

Diving deep into a common and tedious analysis, and the power of automating it

Vijay Subramanian
Business Reviews Cannot be a Collection of Dashboards

It's not productive for business reviews to be driven by a collection of dashboards

Vijay Subramanian
Are Data Analysts Actually an Anti-Pattern?

Examining a touchy subject - do we truly need data analysts?

Vijay Subramanian
Intelligent Decision-Making at Scale is the New Constraint

Exploring how constraints are shifting within data platforms as we make progress

Vijay Subramanian
Potential Issues with Metrics-Obsessed Cultures

Examining issues that arise from metrics-driven cultures and possible remediations

Vijay Subramanian
In Defense of Kimball-style Metric Cubes

Arguing that metric cubes help with performant data products and UX

Vijay Subramanian
Four Distinct Personas in the Data Domain

The data domain is shaped by personas with differing skills and needs

Vijay Subramanian
Strong and Weak Data and Finance Teams

The key differences between strong and weak data and finance team cultures

Vijay Subramanian
How the Metric Trees Framework will Revolutionize BI

Examining how metric trees enable a new a world of automation

Vijay Subramanian
AI: Business Reporter vs True End-to-End Analyst?

Distinguishing AI functioning as a "reporter" vs a true analyst

Vijay Subramanian
Metric Trees As A Way To Align Mental Models

How metric tree enable alignment across the organization

Vijay Subramanian
AI's Role in Data Analysis - EDA or RDA?

Exploring how AI can be effective in RDA vs EDA

Vijay Subramanian
The Data Analyst Role Is Under Threat

Exploring the third time the analyst role has come under threat!

Vijay Subramanian
The Power of Modeling the Business via Graphs

There is intrinsic power in modeling via graphs and relationships

Vijay Subramanian
The Next Evolution of Data Platforms

Examining the evolution of data platforms from producer to consumer

Vijay Subramanian
The Disconnect Between Data and the Business

The strange way data tracking chops up the business into pieces!

Vijay Subramanian
A Financial P&L Is The First Metric Tree!

Examining how the financial P&L statement is a classic metric tree!

Vijay Subramanian
Principles in Serving Data Consumers vs Producers

Examining the key principles building for data consumers versus producers

Vijay Subramanian
Metric Trees as an Evolution of Kimball's Modeling

Exploring metric trees as the next modeling layer, as intuitive as Kimball's

Vijay Subramanian
The Ideal Generational Evolution in BI Tools

The much needed evolution in BI/Analytics tools

Vijay Subramanian
The Fragmentation of Data Assets

Exploring why data fragmentation feels natural and how to arrest it

Vijay Subramanian
Metrics Catalog vs Metric Layers vs Metric Trees

The key differences between metric catalogs, layers and trees

Vijay Subramanian
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