Hiring additional data engineers is a problem, not a solution
While the tendency to throw in more data scientists and engineers at the problem may make sense if companies have the budget for it, that approach will potentially worsen the problem. Why? Because the more the engineers, the more layers of inefficiency between you and your data. Instead, a greater effort should be redirected toward empowering knowledge workers / data owners.
Analytics is Broken. It’s Time for a Change
Spreadsheets are the lifeblood software for most organizations. But for a small (and rapidly growing) population of analysts, there is an unmet need for something more. The pains of managing their data are growing on a daily basis with no real solution in sight. The widening gap between Excel users versus SQL or R programmers is becoming a real problem. The most basic set of tasks of managing rows and columns takes unreasonable amounts of time and involves costly resources. For organizations ignoring these problems, this means either squandering away potential growth opportunities or losing their competitive edge, and in most cases both.
Mammoth in 2026: From Data Tools to an AI-Native Data Operating System
In 2025, Mammoth didn’t just add AI features.We removed configuration, manual handoffs, and the assumption that data work requires specialists. Over the course of the year, Mammoth shipped 52 weekly releases, launched 15+ AI-native capabilities, and delivered 200+ platform enhancements. Customers now process billions of rows monthly, achieving 300–1000% ROI, while business users operate independently—often […]
The 12 Best Data Preparation Tools (in 2026)
In this blog post, we’ll give you an overview of why data preparation is important, the steps in data preparation, and the tools you can use.
15 Best Data Wrangling Tools & Software (in 2026)
Data wrangling tools help you transform messy, raw data into clean, structured formats ready for analysis, without writing complex code or waiting on data engineers. This guide compares 15 data wrangling tools across pricing, features, ease of use, and ideal use cases to help you find the right solution. What Is Data Wrangling Software? Data […]
Data Harmonization Tools: 7 Best in 2026 (Compared)
Let’s face it, data is messy. Whether you’re dealing with inconsistent formats, duplicate entries, or scattered sources, making sense of it all can feel like a full-time job. That’s where data harmonization tools come in. They simplify the process of cleaning, transforming, and integrating your data so you can focus on what matters: getting actionable […]
The 15 Best Data Transformation Tools & Software (in 2026)
If you work with messy data, you know the pain. Spreadsheets grow out of control. Workflows break when someone renames a column. And trying to automate anything turns into a time-sink or a technical project you don’t have time for. That’s where data transformation tools come in. These platforms help you clean, reshape, and prepare […]
How to Connect Snowflake to Excel: 4 Best Methods
Your company stores its data in Snowflake. Your stakeholders work in Excel. Getting from one to the other is something you will likely need to do more than once, so it is worth understanding your options before committing to an approach. This guide covers four methods: the Snowflake ODBC driver, the Snowflake Excelerator Excel Add-In, […]
Financial Forecasting Software Tools: Our Top 12 (in 2026)
If you’re searching for financial forecasting software, you probably have one of two problems: you’re either drowning in spreadsheets, or your current tool is too complicated to actually use. Here’s what you need to know to choose the right one. What Financial Forecasting Software Actually Does Good forecasting software connects to your accounting system or […]
QuickBooks Consolidation Software: Multi-Entity Guide
QuickBooks consolidation software automates the process of combining financial data from multiple QuickBooks companies into unified reports. Instead of manually exporting from each company file, standardizing formats in Excel, and creating consolidation spreadsheets, consolidation software pulls data automatically and applies your consolidation rules consistently. Companies managing 5+ QuickBooks entities typically save 15-20 hours per close […]