I Built a Privacy-First Accounts Receivable Aging Dashboard

Anjani K͓̽u͓̽m͓̽a͓̽r͓̽ Mishra — Thu, 11 Jun 2026 18:16:59 +0000

For the past few months, I've been spending a lot of time working with accounting data, especially Accounts Receivable reports exported from Tally.

One thing kept bothering me.

Most businesses still rely on static Excel sheets or lengthy Tally reports to understand who owes them money, which invoices are overdue, and how much cash is stuck in receivables.

The information exists, but finding insights from it is often slow and frustrating.

So I decided to build something that solves this problem.

Introducing SkyLimit AR Aging Dashboard - a privacy-first dashboard that transforms Tally Accounts Receivable data into a clean, interactive, and easy-to-understand experience.

The Problem

If you've worked in finance, accounting, auditing, or business operations, you've probably seen this:

Hundreds of customer balances
Overdue invoices scattered across reports
Aging buckets that require manual analysis
Endless Excel filtering and formatting
Difficulty identifying collection risks quickly

Tally provides the data, but extracting meaningful insights often requires additional effort.

I wanted something simpler.

The Idea

The goal was straightforward:

Upload a Tally receivables export and instantly get a dashboard that answers questions like:

How much money is currently outstanding?
Which customers have the highest overdue balances?
How much is sitting in 30, 60, 90, or 90+ day aging buckets?
Are receivables improving or getting worse?
Where should collection efforts be focused?

Instead of scrolling through reports, users can immediately see the bigger picture.

Why Privacy-First?

Financial data is sensitive.

Many businesses are uncomfortable uploading accounting data to external services, and honestly, that's understandable.

That's why privacy became one of the core principles behind the project.

The dashboard is designed to minimize unnecessary data sharing and keep users in control of their information.

No complicated setup.

No unnecessary integrations.

Just upload, analyze, and get insights.

Key Features

AR Aging Analysis

Break down receivables into:

0–30 Days
31–60 Days
61–90 Days
90+ Days

This helps businesses quickly identify collection risks.

Customer-Wise Outstanding Tracking

Instantly see which customers contribute the largest share of receivables.

Overdue Invoice Monitoring

Highlight overdue balances before they become bigger problems.

Interactive Visualizations

Charts and dashboards make trends much easier to understand than traditional reports.

Tally-Friendly Workflow

Built specifically around the way Tally users already work.

No complicated ERP implementation required.

What I Learned Building It

Building the dashboard taught me something interesting:

Most business users don't want more features.

They want clarity.

A dashboard doesn't need dozens of filters and complex settings.

It needs to answer important questions quickly.

Every design decision in SkyLimit AR Aging Dashboard was made with that idea in mind.

I put some mock sample files directly on the page so you can test how it looks and responds without needing to plug in your own data first. You can also watch my trail video on YT: https://youtu.be/295dqkFoz-g?si=tiEBRWxeoL1J9GTh

What's Next?

I'm currently gathering feedback from accountants, finance professionals, auditors, and business owners.

Some upcoming ideas include:

Collection performance tracking
Customer risk scoring
Trend forecasting
Additional financial analytics modules
Better export and reporting options

Open Dashboard: https://inakm.github.io/page/projects/dashboards/skylimit-ardash.html

I'd Love Your Feedback

If you work with Tally, receivables, accounting, auditing, or finance operations, I'd genuinely love to hear your thoughts.

What would make a dashboard like this more useful for you?

This Dashboard is maintained by Anjani Kumar Mishra and built by the F9XR Team.

DEV Community: Anjani K͓̽u͓̽m͓̽a͓̽r͓̽ Mishra