Tally → JSON & Excel Output

TurboData’s Tally to JSON & Excel Output module exports accounting data from Tally into a fixed, standardised layout—designed for speed, reliability, and immediate usability.

No report tweaking.
No pivot fixing.
No server dependency.

Just clean data, every time.

What This Module Does

This module extracts data from Tally and generates:

✔ Structured JSON files (machine-readable)
✔ Clean Excel files (human-readable)
✔ One consistent default layout across all companies

The output can be used directly in:

• Excel
  
  

• Python
  
  

• Power BI
  
  

• SQL Server
  
  

• Automation scripts
  
  

• Custom MIS workflows
  
  

Why a Default Layout?

Most reporting delays happen after export:

• Broken pivots
  
  

• Changing column names
  
  

• Different formats per company
  
  

• Manual cleanup before analysis
  
  

TurboData eliminates this by using a single, opinionated default schema.

One layout.
All companies.
All periods.

This makes automation possible.

What Data Is Included (Default Output)

📘 Masters

• Company
  
  

• Ledger
  
  

• Group hierarchy (flattened)
  
  

• Voucher types
  
  

• Cost centres (if enabled)
  
  

• Stock items (if enabled)
  
  

📗 Transactions

• Voucher ledger movements
  
  

• Sales, purchase, receipt, payment, journal entries
  
  

• Party-wise and ledger-wise movements
  
  

• Bill-wise details (where applicable)
  
  

Each dataset is exported as:

• JSON (structured, nested or flattened as required)
  
  

• Excel (tabular, analysis-ready)

✔ Stable column names

✔ Predictable joins

✔ Automation-friendly 

Performance First

This module is built on Tally JSON extraction, not XML.

Why JSON?

• Lower load on Tally
  
  

• Faster extraction
  
  

• Easier parsing in Python & BI tools
  
  

• Ideal for frequent or scheduled exports
  
  

Perfect for:

• Daily MIS
  
  

• Audit support
  
  

• Follow-ups
  
  

• Analytics pipelines
  
  

What This Module Is NOT

To keep it fast and reliable, this module:

❌ Does not create custom layouts
❌ Does not modify business logic
❌ Does not depend on Power BI or SQL Server
❌ Does not require cloud or server setup

This is a product, not a project.

Who This Is For

✔ Accountants handling multiple companies
✔ CA firms doing audits & follow-ups
✔ Finance teams needing daily Excel outputs
✔ Developers building Python or BI pipelines
✔ Businesses that want speed without complexity

Typical Use Cases

• Export receivables daily into Excel
  
  

• Build Python scripts on top of JSON
  
  

• Feed Power BI or SQL Server with clean data
  
  

• Standardise reporting across 10, 20, 50+ companies
  
  

• Reduce manual rework in MIS preparation
  
  

Philosophy

Automation is not about speed.
Automation is about capacity.

This module removes repetitive export work so teams can focus on analysis, decisions, and growth—not keystrokes.