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How it works

Build any file integration with AI

1
Define your target data schema with AI
OneSchema supports 50+ prebuilt validations and transformations.
Create custom business logic using AI-generated code.
2
Non-technical user cleans a starter file with AI
Upload a sample file, and OneSchema will highlight issues based on your validation rules.
Clean the file, and OneSchema will generate mappings and transformations to map future CSV / Excel / PDF files.
3
Ingest files from any source
Use our library of FileFeed connectors (e.g API, SFTP, or email server) to launch your data pipeline in minutes.
Transparent and observable pipelines notify your team of any errors and allow your users to resolve issues just by cleaning the file again.
THe Oneschema difference

Not just another no-code integration builder

Specialized for CSVs and other file formats
We know file formats are especially error prone and are built to handle them. We've seen millions of CSVs, XLSX, and XML files to build out our proprietary parser.
Record & replay transformations
Define your transformations by recording a non-technical user cleaning a file. No training required.
Validation as a core feature
Since files are so error-prone, we've built in powerful validation logic to shield your database against bad data.
Validation as a core feature
Since files are so error-prone, we've built in powerful validation logic to shield your database against bad data.
Specialized for CSV, Excel, and PDF files
We know file formats are especially error prone and are built to handle them. We've seen millions of CSVs, XLSX, and PDF files to build out our proprietary parser.
Record & replay transformations
Define your transformations by recording a non-technical user cleaning a file. No training required.
Solutions by role

Drive customer value, together

DATA / Ops
Drive team velocity
  • Super-charge your data and ops teams with AI tooling, and eliminate your backlogs of internal and customer-facing data pipeline requests.
Product
Accelerate your roadmap
  • Focus more sprints on core roadmap than integrations. Writing python scripts to convert messy file data shouldn't be in your engineering team's job description.
Engineering
No more edge cases to worry about
  • Remember the last file that showed up with missing rows? Eliminate SEV 0 incidents due to data quality. Debug incidents in minutes instead of days.