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Automate recurring file imports

Launch an integration with any business system in 15 minutes, as long as you can export a CSV to an SFTP folder.

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Filefeeds

AI-powered file workflows

Save your operations and services teams team hours of time, and eliminate brittle, custom scripts. Automate your messiest CSV and PDF workflows.

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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.
See our docs
2
Non-technical user cleans a starter file with AI
Upload a sample customer file and OneSchemas File Agents will do the mappings and transformaitons based upon your validation rules
Agents will output deterministic and reusable code for each FileFeed.
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.
Use Cases

Used everywhere data flows

See all use cases

Healthcare

OneSchema validates and transforms raw patient, encounter, and billing files for downstream systems like Innovaccer, Arcadia, and Clarify Health.
VIEW USE CASE

HR

OneSchema auto‑detects column changes, flags formatting errors, streams validated employee records, payroll data, and onboarding files into your HRIS or payroll system.
VIEW USE CASE

Finance

FileFeeds auto‑detects column changes, flags anomalies, and streams validated rows into your accounting service.
VIEW USE CASE
Solutions by role

Drive customer value, together

Operations
Save hours of time
  • Super-charge your services and implementation 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.