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Practical notes on data strategy, analytics, and privacy — written for operators who need clarity, not hype.

Should You Use Jev to Score Shopify Shoppers?

Verdict-first guide: Web Pixels events to bucketed state, Jev Noul propensity, calibration, and targeting - plus when XGBoost or Klaviyo predictive wins instead.

Oct 4, 202612 min

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01Data engineering

From Salesforce to Power BI: A T-SQL Modelling Route That Holds Up

Walk the full stack - incremental extract into raw tables, staging rules, star schema, usp_ orchestration, and a thin semantic layer. Synthetic examples, operator-grade patterns.

Oct 3, 202612 min read

02Featured

Why 94.6% NRR Still Hides a Churn Problem

Headline retention looks fine until you model cohorts, decompose NRR, and score accounts 60 days before they leave. Walk through the same interactive story we use with operators.

Oct 3, 20268 min read

03Featured

Build Your First-Party Data Strategy Now

Third-party tracking is dying. Privacy laws keep expanding. Companies winning at growth are building first-party data moats. Here is how to start.

Dec 1, 20259 min read

04Featured

Growth Metrics That Actually Matter in 2025

Most teams track the wrong numbers. Here are the metrics that predict growth before revenue shows it-from activation rates to retention cohorts.

Dec 1, 20257 min read

05Featured

Data Mesh: Decentralized Data Ownership That Works

Move beyond centralized data teams. Real implementations from ING, Zalando, and Delivery Hero show how Data Mesh delivers faster insights and better quality.

Nov 28, 20258 min read

06Featured

ClickHouse for Real-Time Analytics: Speed at Scale

Process billions of rows per second with ClickHouse. Real benchmarks, production patterns, and cost comparisons from companies running analytics at scale.

Nov 28, 20256 min read

07Featured

Master Databricks ELT/ETL: Cost & Performance Guide

Cut Databricks costs by 90% and speed up pipelines by 75%. Real case studies, production patterns, and troubleshooting tips from 50+ deployments.

Nov 20, 202512 min read

08Featured

RAG Systems with Databricks: Best Practices Guide

Learn RAG systems on Databricks: cost-saving strategies, scalability, and secure deployment. Real-world examples from production deployments.

Nov 20, 202517 min read

09Featured

Agentic AI: Autonomous Data Operations

How AI agents automate data operations. Build systems that monitor pipelines, fix errors, and optimize performance without human intervention.

Nov 17, 20259 min read

10Featured

Data Fabric Architecture: Unifying Your Data

How to build a data fabric that connects siloed systems. Architecture patterns, implementation strategies, and lessons from production deployments.

Nov 17, 202511 min read

11Featured

Predictive Analytics: Moving Beyond Dashboards

How to build predictive and prescriptive analytics that drive decisions. Real examples from companies making 10x faster decisions with AI-powered forecasting.

Nov 17, 20259 min read

12Data Engineering

Building Reliable Data Pipelines: Error Handling Patterns

How to handle errors in data pipelines without breaking everything. Retry strategies, dead letter queues, and monitoring patterns that work in production.

Nov 16, 20256 min read

13Featured

Databricks November 2025: What Data Teams Need to Know

Databricks new features: TISAX compliance, SFTP connector, and ABAC access control. What they mean for your data pipelines and how to use them.

Nov 16, 202515 min read

14Featured

Explainable AI: Making AutoML Transparent

Make AutoML models explainable. SHAP, LIME, and XAI techniques with code examples. Real patterns from 50+ compliance-ready ML implementations.

Nov 12, 202512 min read

15Featured

MLOps Guide: Production ML in 2025

Deploy and manage ML models in production. Real deployment patterns, monitoring strategies, and lessons from building 50+ production ML systems.

Nov 12, 202513 min read

16Featured

Building RAG Systems with Airbyte: Complete Guide

Learn how to build RAG (Retrieval-Augmented Generation) systems using Airbyte to sync data into vector databases. Step-by-step guide with real examples.

Nov 8, 202510 min read

17Featured

Airbyte vs Fivetran: Complete Comparison 2025

Choosing between Airbyte and Fivetran? We compared both platforms across cost, connectors, deployment, and features. Here is what we learned from 50+ implementations.

Nov 8, 202515 min read

18Featured

Agentic RAG: Autonomous Knowledge Systems

Traditional RAG is static. Agentic RAG uses autonomous agents to manage retrieval, refine queries, and adapt workflows. We built agentic RAG for complex use cases. Here is how.

Nov 6, 202512 min read

19Featured

Building Production RAG Systems: Security Guide

RAG systems leak data and break compliance. Learn how to protect sensitive data, manage access, and meet compliance requirements in production RAG systems.

Nov 6, 202510 min read

20Data Engineering

Data Warehouse Design: Performance Guide

Bad warehouse design kills performance. We redesigned warehouses at 50+ companies. Learn dimensional modeling, star vs snowflake schemas, and optimization strategies.

Nov 2, 20257 min read

21Analytics

When to Use Real-Time Analytics

Real-time analytics costs 3x more and is much harder to build. We helped companies decide when it makes sense. Learn when you need it and which tools work.

Nov 2, 20256 min read

22Data Quality

Data Quality Checks That Actually Work

Bad data costs millions. Most teams waste time on meaningless validation. We implemented quality checks at 50+ companies. Here are the checks that actually matter.

Nov 2, 20255 min read

23Featured

Modern Data Stack: Tools and Architecture Guide

Confused by modern data tools? We helped 50+ companies build their stacks. This guide shows which tools work and how to architect your data infrastructure.

Nov 2, 20254 min read

24Featured

How to Build Scalable Data Pipelines

Data pipelines failing? We built systems processing millions of records daily for 50+ companies. Here are the proven patterns that work in production.

Nov 2, 20254 min read

25Data Governance