Data integration and ETL
Moving data between systems is the least glamorous part of analytics and the part that breaks most often. These posts cover the tools that do it, from ETL platforms and connectors to orchestration and governance, alongside hands-on pieces on the specific jobs people get stuck on: combining tables in Excel, or giving an AI agent a pipeline it can drive.
18 posts · page 2 of 2
- Data Integration & ETL8 min
Financial Data Integration: Our Ultimate Guide (in 2026)
Jasper Flour · 29 September 2025Here's a question: Why does closing your books take longer now than it did five years ago, even though you have "better" software? The answer is simple. Your financial data lives in more places than ever. QuickBooks handles accounting, Stripe processes payments, Expensify tracks expenses, and your ERP manages operations. Each system works great individually,
- Data Integration & ETL8 min
Data Governance: 15 Tools Worth Trying (in 2026)
Jasper Flour · 25 September 2025TL;DR: Looking for data governance tools? Mammoth Analytics offers built-in governance with audit trails and automatic pipeline version history, from a free plan up to Enterprise at $5,000+/month. Enterprise tools like Collibra cost $100,000+ but may be overkill. Here are the 15 best options compared. Quick Tool Comparison Top 15 Data Governance Tools 1. Mammoth Analytics Best for: Teams that want governance
- Data Integration & ETL7 min
15 Best ETL Tools in 2026: Expert Reviews & Comparisons
Jasper Flour · 24 July 2025Best ETL Tools The best ETL tools eliminate the data preparation bottleneck that consumes most teams' time. We've tested 15 leading platforms to find solutions that actually work for business users, not just data engineers. Most ETL tools promise simplicity but deliver complexity. After working with companies like Starbucks who process 1+ billion
- Data Integration & ETL5 min
ETL vs API for Data Integration: What’s the Right Choice?
Jasper Flour · 13 May 2025In the world of data integration, two approaches stand out: ETL (Extract, Transform, Load) and API integration. Both methods have their strengths and use cases, but understanding the differences between ETL vs API integration is key to choosing the right solution for your business needs. At Mammoth Analytics, we've seen firsthand how the right data
- Data Integration & ETL3 min
How To Parse JSON Data In Minutes (No-Code Solution)
Emily Oliveira · 24 June 2023Have JSON data you need to work with? Check out our simple no-code solution for parsing, extracting, and managing your JSON data.
- Data Integration & ETL3 min
Combine Tables In Excel: In Minutes (No-Code Solution)
Emily Oliveira · 24 June 2023Need to combine two tables in Excel, but struggling to understand how? Read our quick, no-code guide to learn exactly how to do it in just a few minutes.
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