Blog Articles

Data Culture

A blog about data, tools, and operating collaborative high performance cultures.
Dec 28, 2025
Data Culture
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
Nov 11, 2025
Data Culture
Potential Issues with Metrics-Obsessed Cultures

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

Vijay Subramanian
Oct 7, 2025
Data Culture
Four Distinct Personas in the Data Domain

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

Vijay Subramanian
Sep 25, 2025
Data Culture
Strong and Weak Data and Finance Teams

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

Vijay Subramanian
May 20, 2025
Data Culture
The Disconnect Between Data and the Business

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

Vijay Subramanian
Apr 29, 2025
Data Culture
Principles in Serving Data Consumers vs Producers

Examining the key principles building for data consumers versus producers

Vijay Subramanian
Mar 4, 2025
Data Culture
Data's Role in Ideation vs Operation

Formalizing the eternal debate on data-driven versus using judgement

Vijay Subramanian
Feb 26, 2025
Data Culture
Two Distinct Personas in Last Mile Data Consumption

Addressing the needs for the two distinct personas who consume data

Vijay Subramanian
Oct 14, 2024
Data Culture
Analytics is Part Science and Part Engineering

Analytics needs a mix of scientific processes and engineering tools

Vijay Subramanian
Jun 10, 2024
Data Culture
The Powerful Action to Analysis Loop

The powerful loop is action yielding insights driving more action.

Vijay Subramanian
Apr 10, 2024
Data Culture
High vs Low Functioning Data Cultures

High vs low functioning data cultures and associated impact on data ROI

Vijay Subramanian
Feb 15, 2024
Data Culture
Metrics Overload in Business Reviews

"Metrics bloat" is a common challenge to doing effective business reviews

Vijay Subramanian
Jan 29, 2024
Data Culture
Data-Driven: Technical vs Cultural Aspects

Discussing what it means to be a truly data-driven culture

Vijay Subramanian
Dec 21, 2023
Data Culture
Three Distinct Organizational, Analytical Workflows

Diving into React, Explore and Plan - three analytical jobs-to-be-done

Vijay Subramanian
Oct 17, 2023
Data Culture
The Role of Data Teams in Org-Wide Planning

Taking a look at how analytics can power planning processes

Vijay Subramanian
Jun 22, 2023
Data Culture
Metrics - We Have Too Many or Too Few

Utilize metric trees to avoid the "too many/too few" debate.

Vijay Subramanian
Jun 15, 2023
Data Culture
Reporting vs Analytics Cultures Examined

The differences between reporting-first vs analytics-first cultures

Vijay Subramanian
May 16, 2023
Data Culture
Common Pitfalls with Business Reviews

Using metric trees and segments can level up business reviews

Vijay Subramanian
May 5, 2023
Data Culture
Rethinking Self-Service Analytics

Let's re-think self-service as dashboards are just basic service.

Apr 27, 2023
Data Culture
In the data domain, it is Transformations all the way

The different types of data transformations from raw to final

Vijay Subramanian
Mar 30, 2023
Data Culture
More Dashboards != Analytics-Driven Culture

Fewer dashboards, more metric analytics please!

Vijay Subramanian
Mar 15, 2023
Data Culture
Empowering Analysts and Analytics

Analysts are our unsung heroes, and why we need to empower them

Vijay Subramanian
Feb 28, 2023
Data Culture
Demanding Actionable Insights

How do we actually produce actionable insights?

Vijay Subramanian
Sep 14, 2022
Data Culture
Analytics Evolutionary Steps

This post outlines key evolutionary steps for a strong analytics practice.

Jul 13, 2022
Data Culture
Long live metric transformations!

How the "report" is woefully inadequate for modern teams.

Vijay Subramanian