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
- 8 min
Financial Data Integration: Our Ultimate Guide (in 2026)
Here'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,
Jasper Flour · 29 September 2025 - 8 min
Data Governance: 15 Tools Worth Trying (in 2026)
TL;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
Jasper Flour · 25 September 2025 - 7 min
15 Best ETL Tools in 2026: Expert Reviews & Comparisons
Best 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
Jasper Flour · 24 July 2025 - 5 min
ETL vs API for Data Integration: What’s the Right Choice?
In 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
Jasper Flour · 13 May 2025 - 3 min
How To Parse JSON Data In Minutes (No-Code Solution)
Have JSON data you need to work with? Check out our simple no-code solution for parsing, extracting, and managing your JSON data.
Emily Oliveira · 24 June 2023 - 3 min
Combine Tables In Excel: In Minutes (No-Code Solution)
Need 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.
Emily Oliveira · 24 June 2023
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