01
Renaming
Smart Column Renaming
CRUNCH reads your headers and renames them to clean, consistent, machine-readable names. "col_1" and "DATE FIELD" disappear for good.
Pix3l · AI Orchestration
CRUNCH. Messy data, solved.
Stop wrestling with broken columns, mixed formats, and spreadsheet chaos. CRUNCH cleans your data in minutes using Databricks, no technical skills required.
14k+
Datasets cleaned
98%
Accuracy rate
<4min
Average clean time
0
Formulas needed
See it in action
What CRUNCH does to your data.
Stack
Apache Spark
Delta Lake
Claude AI
PySpark
Delta Sharing
REST API
messy_data.csv
Raw input
| col_1 | Col2 | DATE FIELD | rev$ |
|---|---|---|---|
| Jane doe | Mktg | 01/04/24 | $4,200.00 |
| NULL | marketing | April 1st | 4200 |
| JOHN SMITH | Eng. | 2024-04-03 | $4.2k |
| sarah K. | eng | blank | four thousand |
$
crunch
--input
messy_data.csv
--clean
--audit
✓parse4 cols · 4 rows · UTF-8
✓analyzedates · currencies · name casing
✓normalize12 transformations applied
✓resolve2 nulls inferred · 0 dropped
✓auditchanges.log written
clean_data.csv ready · 4 rows · 4 columns · 0 errors
clean_data.csv
Clean output
| full_name | department | date | revenue |
|---|---|---|---|
| Jane Doe | Marketing | 2024-04-01 | 4200.00 |
| Unknown | Marketing | 2024-04-01 | 4200.00 |
| John Smith | Engineering | 2024-04-03 | 4200.00 |
| Sarah K. | Engineering | 2024-04-04* | 4000.00 |
What CRUNCH does
Built for real
messy data.
No formulas. No scripts. No frustration. CRUNCH runs on Databricks to read your data like a professional and clean it accordingly.
02
Schema
Schema Standardization
Mixed dates, currency symbols, abbreviations, and inconsistent casing are detected and unified into one clean, consistent schema.
03
Enrichment
Metadata Enrichment
CRUNCH infers data types, adds source metadata, and flags anomalies so every downstream tool knows exactly what it is working with.
04
Recovery
Missing Value Handling
Blanks, NULLs, and dashes are detected and handled. Fill with inferred values, flag for review, or replace with defaults. You decide.
05
Export
One-Click Export
Download clean data as CSV, Excel, or JSON. Pipe directly into your BI tool, CRM, or workflow with zero reformatting required.
06
Security
Secure by Default
Your data never trains our models. All processing runs in an isolated Databricks environment. SOC 2 compliant, GDPR-ready, and built with Pix3l's Responsible Data Stewardship principles.
The process
Three steps.
Zero headaches.
Upload your data
Drop in any CSV, Excel, or Google Sheet. CRUNCH supports files up to 500MB and accepts data in any state, corrupted headers, mixed formats, all of it.
Review the plan
CRUNCH shows you exactly what it will change before touching a single cell. Approve, adjust, or override each suggestion. You stay in control the whole time.
Export clean data
Download your polished dataset in the format you need. Every change is logged in a human-readable audit trail for full transparency.
Built on AiX principles
AI that serves you.
Not the other way around.
CRUNCH is built on Pix3l's AiX design philosophy. Enterprise-grade compute does the heavy lifting while you stay in control.
01
Transparent
Every suggestion is visible. Every transformation is logged. You see exactly what CRUNCH will change before it touches a single cell.
02
Reversible
Every change is reversible. Full audit trail, version history, and one-click rollback. Nothing is permanent until you say it is.
03
Human-first
You approve, reject, or edit every decision. AI proposes, you dispose. No black boxes, no guesswork, no surprises.
A Pix3l Product
Your data.
Finally clean.
Stop losing hours to spreadsheet tedium. Start shipping work you are proud of.