Blog
Data analytics insights, guides, and industry perspectives.
38 articles
Snowflake in Practice: What We Learned After Using It at Two Clients
An honest review of Snowflake from two data engineers who used it in production. What works well, what is frustrating, and when it makes sense over alternatives.
How to Deploy Data Analytics in Manufacturing: From Shop Floor to Boardroom
A practical guide to deploying data analytics in manufacturing logistics and supply chain, built around the five-tier meeting structure that actually runs modern factories. From shift-level dashboards to multi-plant regional operations, powered by a single source of truth.
GA4 vs Power BI vs Databases: OLTP, OLAP, and Schemas Explained
GA4, Power BI, and BigQuery handle data differently. Understand schemas, OLTP vs OLAP trade-offs, and when to use each type of data product in your stack.
AI Readiness Checklist: Assess Your Data Maturity First
Most AI projects fail due to poor data foundations. Use this data maturity checklist to assess whether your organization is truly ready to deploy AI.
Self-Service Analytics vs. Professional Analytics: How to Choose the Right Approach
Not every analytics problem needs a data team, and not every problem can be solved with a spreadsheet. This decision framework helps you determine when self-service tools are enough and when you need professional analytics support.
Identity Resolution: Unifying Customer Data for Marketing
Customer data scattered across CRM, email, ads, and web analytics? Identity resolution unifies fragmented profiles for precise targeting and attribution.
Recommendation Systems: What Executives Need to Know Before Investing
A strategic guide to recommendation systems for business leaders. Learn how they work, where they create value beyond e-commerce, and how to evaluate whether your organization is ready to build one.
Google Analytics to BigQuery: Export Scenarios and Use Cases
GA4 data in BigQuery unlocks analytics beyond standard reports. See real scenarios: cohort analysis, ML recommendations, and cross-platform attribution.
Inventory Analytics: Classification, Safety Stock, Consignment, and the KPIs That Matter
How to use data analytics for inventory classification, safety stock calculation, consignment stock management, and the KPIs that separate reactive planning from strategic inventory control.
Online-to-Offline Retail Analytics: Using Digital Data to Improve In-Store Experience
Online shopping behavior reveals in-store opportunities. Eight data-driven strategies that bridge digital analytics and physical retail to improve merchandising, layout, and customer experience.
LLMs for Business Leaders: Applications Across Departments
LLMs go beyond chatbots. Learn how business leaders apply them to customer service, marketing automation, HR workflows, and internal knowledge management.
Automate Excel and Google Sheets Reports with BI Tools
Still pasting data into spreadsheets weekly? Power BI, Tableau, and Domo automate reporting with live connections and scheduled refreshes. Here's how.