The Mammoth blog
Guides to working with your data
How to clean your data, automate reports and build dashboards. Written by the team that builds Mammoth.
From the Mammoth team
What Mammoth does10 guides
Clean your data
AI data cleaning that re-runs automatically.
- Data Quality10 min
What Is Self-Service Data Preparation? A Complete Guide
Jasper Flour · 16 March 2026Self-service data preparation lets business users clean, join, and transform data without writing code or relying on IT. This guide covers how it works.
- Data Quality13 min
Data Quality Management: Our Ultimate Guide (For 2026)
Jasper Flour · 2 March 2026Learn all about what data quality management (DQM) is and how to implement it in your organization (even if you're not a data expert).
- Data Quality6 min
CRM Data Cleansing: How to Fix Your Messy Contact Database
Jasper Flour · 28 August 2025CRM data cleansing is the process of fixing duplicate, outdated, and incorrectly formatted records in your customer database. With 70% of CRM data going bad annually and poor data quality costing businesses $13.5 million per year on average, cleanup isn't optional. It's survival. Ever spent your weekend fixing spreadsheets because your CRM data was so messy
18 guides
Connect and automate
100+ data connectors with scheduled refresh.
- Data Integration & ETL7 min
Manual vs Automated Data Workflows
Jasper Flour · 27 July 2026Data workflow automation is revolutionizing how businesses handle their information. Gone are the days of tedious manual data processing and time-consuming spreadsheet manipulation. Companies are now turning to automated solutions to streamline their data pipelines, boost efficiency, and make better decisions. But what exactly is data workflow automation, and how does it compare to traditional
- Data Integration & ETL11 min
QuickBooks Consolidation Software: Multi-Entity Guide
Jasper Flour · 3 November 2025Consolidate multiple QuickBooks companies automatically. Learn how finance teams save 20-40 hours per close and eliminate intercompany errors. Real examples.
- 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,
17 guides
Build dashboards and reports
AI dashboards built from your own data.
- Reporting & Dashboards11 min
Financial Reporting Automation: The Ultimate Guide
Jasper Flour · 27 April 2026What is financial reporting automation? (Quick answer) Financial reporting automation means you stop being the human copy-paste machine between your data and your reports. Instead, you connect your sources, build the logic once, and the system runs it every month on schedule. Your close cycle drops. Error rates drop. Your team stops spending a week
- Reporting & Dashboards5 min
Power BI BigQuery Connector: Complete Setup Guide (2026)
Jasper Flour · 17 September 2025If you're connecting Power BI to BigQuery, you've probably discovered it's not as straightforward as it should be. While Microsoft offers a native BigQuery connector for Power BI, many teams find themselves wrestling with authentication issues, performance limitations, and complex data preparation workflows that slow down their reporting. We built Mammoth after seeing countless teams
- Reporting & Dashboards7 min
How to Create a Power BI Dashboard: Easiest Guide (2026)
Aakanchha Keshri · 21 February 2024Want to know how to create a Power BI dashboard? Read our simple, step-by-step guide to learn exactly how to do it. No guess work or technical expertise needed.
Choosing a data tool
What the data and BI tools cost, the alternatives to each, and how they compare.
Browse by tool (23)

Power BI

Alteryx
Databricks
Dataiku
Excel
Snowflake

Fivetran

KNIME

RapidMiner
Tableau
Databox

dbt

Docparser
- D
Domo
Informatica
Looker

Looker Studio
Matillion
- P
Pentaho

Qlik

Sisense

Supermetrics
Talend
Latest posts
125 posts · page 1 of 11
- Alternatives12 min
The 11 Best Looker Studio Alternatives in 2026
Gaurav Dudhoria · 23 October 2026Looker Studio, now renamed Data Studio, is free and good at charts. Eleven alternatives compared on the parts it leaves to you: preparing the data, blending more than five sources, and keeping reports current.
- Reporting & Dashboards13 min
The 11 Best Data Storytelling Tools in 2026
Gaurav Dudhoria · 23 October 2026Eleven data storytelling tools compared on what they turn your data into, where the story ends up, and the part most lists skip: whether the numbers in it still match the data next month.
- Pricing8 min
Power BI Embedded Pricing 2026: What Each A SKU Costs, and What It Leaves Out
Gaurav Dudhoria · 16 October 2026Power BI Embedded is billed by the hour for Azure capacity, from about $1 an hour for an A1 node. Every node size, the licences you still need, and what a working deployment costs a month.
- Reporting & Dashboards18 min
The 12 Best Embedded Analytics Tools in 2026
Gaurav Dudhoria · 16 October 2026Twelve embedded analytics tools compared on how they embed, who has to build it, and the part most comparisons skip: how each one counts the people looking at your dashboards.
- Reporting & Dashboards11 min
Judgment Can't Be Prompted: Eight Tests for a Dashboard You Can Trust
Gaurav Dudhoria · 13 October 2026Anyone can generate a dashboard from a sentence now. Trusting one is a different matter. Trust comes from judgment about what to count and what to claim, and judgment has to be built into the tool, because a prompt can only ask for it.
- Reporting & Dashboards9 min
The 9 Best Sales Dashboard Software Tools in 2026
Jasper Flour · 8 October 2026Sales dashboard software puts your pipeline, deals and team performance on one screen. Your CRM probably has one already. Nine tools compared, and when the built-in dashboard stops being enough.
- Reporting & Dashboards11 min
The 10 Best Marketing Dashboard Software Tools in 2026
Jasper Flour · 8 October 2026Marketing dashboard software puts your ad, analytics and CRM numbers on one screen. Ten tools compared on what they cost as you add channels and clients, with every price read off the vendor's own page.
- Pricing4 min
Supermetrics Pricing 2026: Plans, Add-Ons and Real Costs
Jasper Flour · 25 September 2026Supermetrics starts at €39 a month, and almost nobody pays only that. Every plan includes one destination and a fixed number of sources, and each extra is its own monthly line.
- Pricing5 min
Metabase Pricing 2026: Every Plan, and What 25 Users Cost
Jasper Flour · 25 September 2026Metabase is free to self-host, $100 a month on Starter and $575 on Pro. The number that decides your bill is who counts as a user, and at Metabase that includes the people viewing an embed.
- Pricing5 min
Looker Studio Pricing 2026: Free, Pro at $9, and the Real Costs
Jasper Flour · 25 September 2026Looker Studio, now renamed Data Studio, is free for creators and viewers. Pro is $9 per user per project per month. The bill that surprises people comes from the connectors and the data behind the reports.
- Pricing4 min
Docparser Pricing 2026: Plans, Credits and What a Page Costs
Jasper Flour · 25 September 2026Docparser charges in parsing credits, and one credit is one document of up to five pages. Plans run from $39 to $159 a month, so the price that matters is what each document costs you.
- Pricing5 min
Databox Pricing 2026: Every Plan, and What the 4th User Costs
Jasper Flour · 25 September 2026Databox is free for one user, then $71 to $319 a month billed yearly. The plans are sized by users and data sources, and the jump that catches teams out is the fourth login.
Data cleaning, automation and dashboards in one platform.
Clean your data, automate the refresh and share dashboards, all from one tool.
- ✓ 14-day Pro trial
- ✓ No credit card
- ✓ Viewers always free