MESSY DATA. CLEAN RESULTS.
MESSY DATA. CLEAN RESULTS.
MESSY DATA. CLEAN RESULTS.
Wrangle Your Files
With Ease
Wrangle Your Files
With Ease
Wrangle Your Files
With Ease
Easily extract, merge, and analyze structured and unstructured data ─
no complex setup or technical skills required.
Get the clean data and insights you need with no-code, SQL or AI.
Easily extract, merge, and analyze structured and unstructured data ─
no complex setup or technical skills required.
Get the clean data and insights you need with no-code, SQL or AI.
Easily extract, merge, and analyze structured and unstructured data ─
no complex setup or technical skills required.
Get the clean data and insights you need with no-code, SQL or AI.
Get Started For Free


Drowning in Messy, Unstructured Data?
Drowning in Messy, Unstructured Data?
Drowning in Messy, Unstructured Data?

Existing tools weren't built for this.
Existing tools weren't built for this.
Existing tools weren't built for this.
Databases? Require rigid schemas.
ETL tools? Too complex and require engineering help.
Manual work? Slow, tiresome, and error-prone.
Databases? Require rigid schemas.
ETL tools? Too complex and require engineering help.
Manual work? Slow, tiresome, and error-prone.
Databases? Require rigid schemas.
ETL tools? Too complex and require engineering help.
Manual work? Slow, tiresome, and error-prone.
BitWrangler:
We Structure the Data. You Get the Answers.
01
Extract & Structure
Extract text, tables, and data from PDFs, spreadsheets, raw text - instantly.
01
Extract & Structure
Extract text, tables, and data from PDFs, spreadsheets, raw text - instantly.
01
Extract & Structure
Extract text, tables, and data from PDFs, spreadsheets, raw text - instantly.
02
Merge & Clean
Combine and standardize unstructured sources like Excel, CSVs, JSON, XML - using fuzzy matching to reconcile inconsistencies and messy data.
02
Merge & Clean
Combine and standardize unstructured sources like Excel, CSVs, JSON, XML - using fuzzy matching to reconcile inconsistencies and messy data.
02
Merge & Clean
Combine and standardize unstructured sources like Excel, CSVs, JSON, XML - using fuzzy matching to reconcile inconsistencies and messy data.
03
Query & Analyze
Download the clean, merged data or use SQL, our non-code interface, or AI to make sense of it.
03
Query & Analyze
Download the clean, merged data or use SQL, our non-code interface, or AI to make sense of it.
03
Query & Analyze
Download the clean, merged data or use SQL, our non-code interface, or AI to make sense of it.
No complex ETL or schema setup.
No databases.
Just data - ready for action.
Get Started With BitWrangler
Get Started With BitWrangler
Stop wrestling with unstructured data.
From scattered files to structured, queryable data.
Stop wrestling with unstructured data.
From scattered files to structured, queryable data.
Get Started For Free
Get Started For Free
Copyright © 2025 BitWrangler. All Rights Reserved
Copyright © 2025 BitWrangler. All Rights Reserved
Copyright © 2025 BitWrangler. All Rights Reserved
