CSV → JSON

Convert CSV to JSON

Automatically transform your CSV files into structured JSON, ready for your APIs and web applications

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"We had a Python script per supplier. I replaced them all in one afternoon."

Thomas R. — IT Manager, Manufacturing SMB

input.csv ⚠ Source data
name,email,city,revenue_2024
John Smith,john@example.com,London,45000
Jane Doe,jane@example.com,Paris,62000
Bob Wilson,bob@example.com,New York,38000
💬
Rule in plain English
Write a prompt specifying the conversion details: delimiter, encoding, header mapping, data typing, and any nested structures you need.
⚙ Orchestria transforms
output.json ✓ Ready to use
[
  {
    "name": "John Smith",
    "email": "john@example.com",
    "city": "London",
    "revenue_2024": 45000
  },
  {
    "name": "Jane Doe",
    "email": "jane@example.com",
    "city": "Paris",
    "revenue_2024": 62000
  },
  {
    "name": "Bob Wilson",
    "email": "bob@example.com",
    "city": "New York",
    "revenue_2024": 38000
  }
]

THE SOLUTION

How Orchestria handles it

Orchestria uses artificial intelligence to generate a conversion flow tailored to your needs.

  • Input/output sample : paste your CSV and the expected JSON structure
  • Natural language prompt : specify delimiter, encoding and columns to keep
  • Automatic typing : numbers, booleans and strings are recognized correctly
  • Nested structures : group related columns into JSON objects via the prompt
  • Reusable flow : call it via API for all your future files

Describe the expected result and Orchestria generates the right conversion flow.

Why convert CSV to JSON?

CSV remains the most common format for data exports, yet modern APIs and applications expect JSON.

  • REST APIs : web services consume and return JSON natively
  • Web frameworks : React, Vue and Angular work directly with JavaScript objects
  • NoSQL databases : MongoDB, CouchDB and DynamoDB store JSON documents
  • Workflow automation : Zapier, Make and n8n exchange data as JSON

Orchestria converts your CSV files into structured JSON in seconds.

Challenges of manual conversion

Converting CSV to JSON seems straightforward, but real-world data is more complex.

  • Variable delimiters : commas in the US, semicolons in Europe, tabs in database exports
  • Character encoding : UTF-8, Latin-1 or Windows-1252 — accented characters often break
  • Inconsistent headers : unnamed columns, extra whitespace, special characters
  • Complex values : commas, line breaks or quotation marks inside fields
  • Data typing : correctly distinguishing numbers, dates, booleans and strings

Each edge case makes custom scripts brittle and expensive to maintain.

HOW IT WORKS

How it works

01

Provide input and output samples

Paste a sample of your CSV data as input, and provide the expected JSON structure as output. This tells Orchestria exactly what transformation you need.
02

Describe the transformation

Write a prompt specifying the conversion details: delimiter, encoding, header mapping, data typing, and any nested structures you need.
03

Execute and reuse via API

Orchestria generates a workflow that performs the conversion. Run it instantly and reuse it via API for all your future CSV-to-JSON transformations.

The Excel equivalent

Traditional method

In Excel, you would need to write a VBA macro or use Power Query to transform a CSV into JSON. This requires technical expertise, ongoing maintenance, and does not handle encodings or nested structures gracefully.

With Orchestria

With Orchestria, provide your CSV sample and expected JSON output, describe the transformation in a prompt, and the AI generates a reusable flow. No macros, no formulas, no complex configuration.

Related software

Excel Google Sheets Sage QuickBooks Xero LibreOffice

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