The Data Modernisation Playbook

The Data Modernisation Playbook

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#24 - Is Your ETL Sabotaging Your AI? (The Real Reason AI Projects Fail)
Discover the Modular Data Strategy That Separates AI Winners from Followers & Ensures Success
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Muhammad Khurram
#23 - Why 60% of AI projects will fail by 2026
Your legacy data is sabotaging your AI dreams (and here's how to fix it)
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Muhammad Khurram
#22 - Is Your Visual Data Pipeline About to Break?
Visual Pipeline vs. Code: How to Choose for Your Scale?
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Muhammad Khurram

May 2025

#21 - Data Pipeline Budget Bleed: Stop the $2M Mistake Before it Happens
The hidden 40% cost increase nobody talks about
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Muhammad Khurram
#20 - The 5-Step Guide to Crushing Data Pipeline Technical Debt
Unlock five essential strategies to transform messy data pipelines into efficient, high-performing assets
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Muhammad Khurram
#19 - 7 Warning Signs of Technical Debt in Your Data Pipeline
Is technical debt dragging down your data pipeline? Spot the 7 warning signs before it's too late. Boost efficiency and reliability now!
 • 
Muhammad Khurram
#18 - 5 Types of Technical Debt in Data Pipelines
Is your data pipeline becoming harder to manage? Technical debt might be the culprit
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Muhammad Khurram

April 2025

#17 - Serverless is Eating ETL: How AWS Glue Leads the Data Integration Shift in 2025
The server-less revolution is transforming ETL as we know it... here's why AWS Glue is at the forefront of this change.
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Muhammad Khurram
#16 - 5 Key Lakehouse Choices for 2025: Powering Your Modern Data Architecture
The data lakehouse goldmine is here—but which tools actually deliver?
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Muhammad Khurram
#15 - De-Risk Your ETL Migration: Tackling Documentation from Legacy to Modern
The Hidden Cost: How Undocumented Logic Sabotages Migration Success
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Muhammad Khurram
#014 - 5 Steps To Choose Between ETL/ELT With Confidence Even if You're Not a Data Architect
Stop following outdated rules in your data migration. Here's how to choose what actually works for YOUR business...
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Muhammad Khurram
#013 - From Batch ETL to Real-Time: A 4-Step Risk Mitigation Framework for Data Leaders
Don't Let Your Real-Time Data Project Fail Silently. Learn the Key to Successful ETL Streaming Migration.
 • 
Muhammad Khurram
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