ProductsData
Data Cleaner
Clean and validate data.
Find duplicates, nulls, and broken rows. Clean a copy. Leave the original file untouched.
Who it is for: Operations and data teams with local or mounted tabular files.
- Upload
- Profile
- Review plan
- YES/NO for risky ops
- Execute
- Validate
- Download
Operating model · INPUT → UNDERSTAND → CLEAN → ANALYZE → MODEL → DECIDE → DELIVER
What it solves
- Profile local CSV, TSV, or JSONL and see real issue counts.
- Build a deterministic cleaning plan before anything is written.
Who it is for
- Operations and data teams with local or mounted tabular files.
What you provide
- Browser upload of CSV, TSV, JSONL, NDJSON, or Parquet
- XLSX workbooks use the Excel Work Engine
- Parquet when the Python backend is configured
Requirement
- A job statement — what you need this product to do with the input you provide.
What ORINEL does
- Profiling
- Issue detection
- Plan generation
- Execution after confirmation
- Independent validation
How it works
- Upload
- Profile
- Review plan
- YES/NO for risky ops
- Execute
- Validate
- Download
What you receive
- A new cleaned file
- Job audit
- Row and byte counts from the run
Examples
- Remove exact duplicate rows from a sales extract.
- Normalize null tokens and blank rows on a CSV.
AUTO mode
- Upload the file and the requirement. ORINEL profiles, plans, and cleans a new copy after you confirm risky steps.
EXPERT mode
- Review the plan operations, confirmation gates, and validation report before download.
Implemented capabilities
- Streaming profile of CSV, TSV, and JSONL
- Deterministic clean plan from the real profile
- Independent output validation before completed
- Original file is never overwritten
Security and trust
- One ORINEL account and the existing authentication system.
- Workspace routes require a signed-in session.
- Safe post-login redirects stay on this origin.
- Uploads are tenant-scoped. The original file is never overwritten.
Limitations
Parquet requires the Python AI backend. S3, Azure, GCS, databases, XLSX, directories, and distributed / 50 TB execution are not configured.
One ORINEL account. After sign-in you land in this product workspace, not a different website.