Data Modernisation Journey
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#039 - No Budget, No Insights
Why struggling companies can’t build great data teams
Sep 27
•
Muhammad Khurram
1
#038 - Migrations are now 5x faster. Here's how
Forget hype. We're breaking down the industry data that proves a new AI tool can reduce migration workloads by 80%
Sep 21
•
Muhammad Khurram
2
#037 - 6 Pillars to Kill Data Bottlenecks
The blueprint for a faster, bottleneck-free architecture
Sep 14
•
Muhammad Khurram
5
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#033 - The ETL vs ELT Choice That's Costing Teams Millions (Free Framework Inside)
Aug 17
•
Muhammad Khurram
7
2
#037 - 6 Pillars to Kill Data Bottlenecks
Sep 14
•
Muhammad Khurram
5
Data Modernisation Journey #029
Jul 22
•
Muhammad Khurram
4
2
#034 - dbt Didn't Kill ETL
Aug 24
•
Muhammad Khurram
3
#18 - 5 Types of Technical Debt in Data Pipelines
May 5
•
Muhammad Khurram
3
#19 - 7 Warning Signs of Technical Debt in Your Data Pipeline
May 12
•
Muhammad Khurram
4
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#036 - It's Not About the Money: Why Your Data Engineers Are Leaving
It's the daily battle against technical debt and broken tools that drains their motivation.
Sep 7
•
Muhammad Khurram
3
#035 - 5 Signs Your Data Architecture is Failing
Don't wait for a critical failure. Ask these questions now to identify hidden risks in scalability, cost, and security.
Aug 31
•
Muhammad Khurram
1
#034 - dbt Didn't Kill ETL
It just changed the game. Here's when to stick with the classic playbook.
Aug 24
•
Muhammad Khurram
3
#033 - The ETL vs ELT Choice That's Costing Teams Millions (Free Framework Inside)
The architecture decision that makes or breaks your data modernisation budget
Aug 17
•
Muhammad Khurram
7
2
#032 - Beyond Dashboards: How Orchestration-Native Observability Is Saving Data Engineering
5 tools + 1 framework that cut incident time by 60%
Aug 9
•
Muhammad Khurram
1
#031 - The 7 features that separate modern data platforms from expensive legacy systems
Your complete guide to evaluating data platform capabilities + feature-by-feature implementation roadmap
Aug 2
•
Muhammad Khurram
#030 - Your AI models are hallucinating because of bad data architecture
Why semantic layers are the missing foundation for trustworthy AI
Jul 29
•
Muhammad Khurram
1
Data Modernisation Journey #029
Why I Stopped Selling Data Migrations and Started Building AI-Ready Foundations
Jul 22
•
Muhammad Khurram
4
2
#28 - Beyond Data Warehouses: How Data Lakehouses Are Making Enterprise-Grade Analytics Accessible in 2025
The uncomfortable truth about data architecture decisions (and what works instead)
Jul 15
•
Muhammad Khurram
2
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Data Modernisation Journey
A newsletter for tech leaders navigating the complexities of migrating from legacy platforms to the cloud. Insights from a 15-year enterprise data architect.
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