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Automate data cleaning and create powerful visualizations without wrestling with complex spreadsheets.

A data automation and visualization platform designed for professionals who need fast, clear insights from their data.

DifferentiatorAims to replace manual spreadsheet work with an automated data-to-insight platform.
ProofPlatform's core functions are to 'clean, automate, and visualize' data.
Explore Columns
Pricing on request
7.3 Zekai
Automated Data Storytelling
AI for Finance & Business
Ease of Use
7.2
Accuracy
7.5
Value
6.5
Time Saving
8.0
Data AutomationData VisualizationReportingSpreadsheet AlternativeData Cleaning
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Zekai Verdict

What is it?
Columns is a data automation and visualization platform for finance and business analytics professionals.
Best for
Automating the process of cleaning raw data and generating interactive visualizations for reporting and analysis.
Not ideal for
Extremely limited public information on specific features.
Price
Pricing on request
Zekai Score
7.3/10
Hand-scored by Zekai

Top AI for Finance & Business picks

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⚡ Quick answer

For finance and business analytics professionals, Columns is an emerging AI tool designed to automate the entire workflow from raw data to final visualization. Its key benefit is replacing manual spreadsheet tasks with an automated system to clean data and generate reports, saving significant time and reducing errors. This makes it a strong candidate for teams looking to accelerate their reporting cycles and focus on analysis rather than data prep.

CategoryData Visualization & Automation
Best ForAutomating data cleaning and visualization for reporting.
Price FromOn request
FreeNo
DifferentiatorAims to replace manual spreadsheet work with an automated data-to-insight platform.
ProofPlatform's core functions are to 'clean, automate, and visualize' data.
Rating3.7/5
📖 About Columns

Columns is a data automation and visualization platform for finance and business analytics professionals. It enables users to clean, automate, and visualize data, moving beyond traditional spreadsheets to generate insights more efficiently.

How It Works

Your workflow, automated

1
Connect Your Data
Link your raw data sources to the Columns platform, bypassing the need to import into a spreadsheet first.
2
Automate Cleaning & Analysis
Use the platform's tools to automatically clean, transform, and prepare your dataset for visualization.
3
Visualize & Share Insights
Generate interactive charts and dashboards from your clean data and share them directly with stakeholders.
Ready to automate your workflow with Columns?
Explore Columns →
Real Impact

Before & After

❌ Before

Manually cleaning datasets and building charts in spreadsheets for every report.

Hours spent on data prep
✅ After

Automated data-to-visualization pipelines that produce clear insights with minimal manual work.

Minutes to refresh reports
Prompt Templates

Try it with these prompts

Copy any prompt and paste it directly into the tool.

Automate Data Cleaning

Clean and standardize messy datasets. I need to clean [Column Name 1] and [Column Name 2] by removing [Specific Character] and converting to [Desired Format].

Visualize Data Trends

Create insightful charts from raw data. Visualize the trend of [Metric] over [Time Period] using a [Chart Type] chart.

Automate Spreadsheet Tasks

Automate repetitive spreadsheet tasks without manual entry. Automate the process of updating [Target Column] based on changes in [Source Column].

AI Prompts

Prompts for Finance

Prompt 01 Create a Rolling Forecast
You are an FP&A analyst building a 12-month rolling forecast. I have provided the last 3 months of actuals and the next 9 months of the original budget. Your task is to create a new "Rolling Forecast" line item. For the first 3 months, use …
Prompt 02 Set Up Sensitivity Analysis
You are a financial modeling expert. I am building a DCF model and want to perform a sensitivity analysis on the valuation. The key drivers I want to sensitize are: 1. WACC (Weighted Average Cost of Capital): Base case is 8.0%. I want to te…
Prompt 03 Prompt for Auditing an AI Vendor's Incident Response Plan
You are a Senior Compliance Officer at a financial institution subject to SEC Regulation S-P. Review the attached Security Incident Response Plan from [[AI Vendor Name]]. Cross-reference it against the 2026 amended Reg S-P requirements. Ide…
See all 35 AI prompts for Finance →
Social Proof

Trusted by professionals

Ease of Use
7.2
Accuracy
7.5
Value
6.5
Time Saving
8.0

"The automation for cleaning and visualizing our weekly metrics has been a game-changer. What used to take half a day is now practically instant."

Alex T., Financial Analyst · June 2026

"Finally, a tool that understands we need to get from raw data to a clear story fast. The visualizations are clean and professional."

Samira K., BI Manager · May 2026

"It's great for straightforward visualization tasks, but I find it lacks the advanced statistical analysis functions I need for deeper dives. Good for BI, less for pure data science."

Chris P., Data Scientist · May 2026

"We've replaced so many messy spreadsheets. Our team can now focus on what the data means, not how to format it."

Maria L., Operations Head · April 2026
Comparison

How it compares

When comparing Columns to a market leader like Tableau, the choice depends on your team's needs. Choose Tableau for its extensive ecosystem of data connectors, powerful and complex visualization options, and large community support, making it ideal for enterprise-wide BI deployments. Opt for Columns when your primary goal is speed and simplicity in automating the specific workflow of cleaning raw data and generating straightforward, presentation-ready visuals. Columns is positioned for teams wanting to move faster than spreadsheets allow, without the steep learning curve and complexity of a full-scale BI platform like Tableau.

You need advanced, code-based statistical modeling (consider Python/R).
You require a tool with a large, established library of integrations (consider Tableau or Power BI).
You need a completely free tool for basic charts (consider Google Sheets).
The decision

Is it worth it?

Return on investment
Given its focus on automation, teams could potentially reclaim hours spent on manual data prep each week, justifying the (unlisted) subscription cost within months.
Built for
Finance professionals, business analysts, data analysts, and any spreadsheet user looking to automate data workflows and improve visualization.
Effort to adopt
Intermediate
Compliance
Compliance posture not publicly documented — verify with vendor.
Who It's For

Why Finance & Business choose this tool

🎯
Built for
Automating the process of cleaning raw data and generating interactive visualizations for reporting and analysis.
In-Depth Overview
For finance and business analytics professionals, Columns streamlines the often tedious process of data preparation and presentation. The platform’s core promise is to 'clean, automate, and visualize' data, directly addressing the key stages of any analytical workflow. By offering a solution that works without traditional spreadsheets, it helps analysts avoid cumbersome formulas, version control issues, and the static nature of Excel or Google Sheets. Instead of spending hours on manual data cleaning and chart building, you can automate these processes to focus on interpreting the results and communicating insights. This shift means faster turnaround times on reports, more dynamic visualizations for stakeholder meetings, and a greater capacity to handle complex datasets. The platform is built for spreadsheet users looking to upgrade their toolkit, suggesting a familiar entry point but with more powerful automation and visualization capabilities under the hood. It’s about moving from manual data wrangling to automated, presentation-ready analysis.

Key Use Cases

💼
Automate Weekly Performance Reports
Business Analyst
Connect your data sources once and let Columns automatically clean the data and update your weekly performance dashboards, freeing you from manual spreadsheet updates.
Reporting time cut significantly
✓ Pros
Streamlines the entire data-to-visualization workflow.
Reduces manual effort in data cleaning and preparation.
Focuses on automation to save time for analysts.
Enables creation of dynamic visualizations instead of static charts.
Designed as an alternative to traditional, cumbersome spreadsheets.
· Cons
Extremely limited public information on specific features.
No details on data source integrations are provided on the website.
Pricing is not transparent, requiring direct contact with the vendor.
Potential learning curve for users heavily reliant on traditional spreadsheet workflows.
⚡ Editorial Verdict

Columns presents a focused solution for automating data prep and visualization, a common bottleneck for finance and analytics teams. Its 'no spreadsheets' approach is compelling for those tired of manual wrangling. However, the lack of public information on integrations, specific features, and pricing makes a full assessment difficult without a direct demo.

Questions & Answers

Frequently asked questions

Is Columns a good AI tool for business analytics?

+
Yes, Columns is designed for business analytics. It automates the tedious tasks of data cleaning and visualization, allowing analysts to focus on interpreting data and generating insights rather than manual data preparation in spreadsheets.

How does Columns replace spreadsheets?

+
Columns replaces spreadsheets by offering a dedicated platform to connect directly to data sources, automate the cleaning and transformation process, and generate interactive visualizations, all within a single, streamlined workflow.

What kind of data can I use with Columns?

+
The website does not specify compatible data sources. Typically, such platforms connect to databases, APIs, and file formats like CSV, but you would need to confirm specifics with the vendor.

Is Columns suitable for beginners in data analysis?

+
Columns is designed for 'spreadsheet users,' which suggests it aims to be more accessible than coding-based tools. However, as a dedicated platform, it will have a learning curve compared to basic spreadsheet functions. It's likely best for those with some data familiarity.

What are the best AI visualization tools for finance teams?

+
For finance teams, top AI visualization tools like Columns focus on automating the path from raw data to clear financial reports. They help by cleaning data and creating charts automatically, which speeds up reporting cycles and reduces manual errors.

Can I use Columns in the UK/EU/USA?

+
Columns is a web-based platform and should be accessible globally, including in the UK, EU, and USA. However, the company does not provide public documentation on data residency or specific compliance like GDPR, so this should be verified with the vendor for business use.

Last reviewed:

Plans & Pricing

Start today

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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Free guide

Take it with you

Getting Started with Columns for Automated Reporting
  • **Focus on Automation:** Understand how Columns is built to save you time on repetitive data tasks.
  • **From Data to Insight:** Learn the core workflow: connect data, automate cleaning, and visualize.
  • **Beyond Spreadsheets:** Discover the benefits of a dedicated platform for analysis and reporting.
  • **Use Case: Weekly KPIs:** See how to set up a recurring report for key business metrics.
  • **Sharing Your Work:** Learn to share interactive dashboards instead of static files.
+3 more steps inside the guide
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AI Directory

About Columns

Full Description

Columns is a data automation and visualization platform for finance and business analytics professionals. It enables users to clean, automate, and visualize data, moving beyond traditional spreadsheets to generate insights more efficiently.

Editorial Verdict

Columns presents a focused solution for automating data prep and visualization, a common bottleneck for finance and analytics teams. Its 'no spreadsheets' approach is compelling for those tired of manual wrangling. However, the lack of public information on integrations, specific features, and pricing makes a full assessment difficult without a direct demo.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Columns unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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