Clean, Merge, and Transform Data

Connect directly to your app or API. Automatically fix inconsistencies, merge complex datasets, and clean messy inputs without writing a single line of Code.

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REST API
{"usr_email": "j@doe.com"}
{"usr_email": "m@smith.io"}
{"usr_email": "a@demo.net"}
CSV
Bulk File
EmailAddr, Date j@doe.com, 03/24
EmailAddr, Date s@tech.co, 03/25
EmailAddr, Date m@smith.io, 03/26
App Sync
Contact ID: #99x
Contact ID: #42z
Contact ID: #88y
Lymnus
> mapping_fields OK
> resolve_conflict MERGED
> clean_schema PASS
> format_output READY
"email": "j@doe.com"
"status": "Active"
"source": "Merged"
"date": "2026-03"
"id": "UUID-88"
"deduped": true
"email": "s@tech.co"
"source": "API"
Master Database
UUID Clean Email Source
88-a j@doe.com Merged
99-b m@smith.io API
42-c s@tech.co CSV
12-d z@corp.net App
1.Upload 2.Schema 3.Create 4.Export
XML

acme_products_04.xml

1.2 MB

CSV

clients_list.csv

840 KB

SQL

po_vendors_x.sql

2.4 MB

JSON

users_001.json

Schema Builder
product_id
Number
product_name
String
date
Date
price
Float
line_items
String
private
JSON
Processing your data...
private
CSV
Messy Data Cleaning
private
SQL
Clients List
private
XML
Data Merging Project
Standardized_Data.JSON 100% Precessed • 92 Rows
Download
Export To App
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How Data Processing Works?

Bring your messy data via API, file upload, or app integration. Build your schema and select your output format (JSON, SQL, CSV, and more). Lymnus merges, cleans, and standardizes everything with just one click.

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Your Data Operations?