About OneSchema
OneSchema is a data validation software from OneSchema that helps users ensure data quality. It combines data schema management, validation rules, and error reporting so users can identify and correct data issues effectively. This tool is designed to support various data formats and sources, enabling users to maintain consistency across datasets. OneSchema offers an intuitive interface that allows teams to collaborate on data standards and facilitates integration with other data processing tools. Key capabilities: data validation schema management error reporting collaboration tools integration support Best for: data analysts and engineers that need to enforce data quality across data pipelines.
OneSchema is a highly specialized solution tailored for enterprises that regularly deal with importing structured and semi-structured data files, such as CSVs and PDFs, into their internal systems. Unlike general-purpose data extraction tools that attempt to scrape data from the web or databases, OneSchema focuses specifically on solving the messy, often manual problem of onboarding user-provided files. This includes transforming inconsistent spreadsheets into clean, validated, and normalized datasets that are production-ready. The platform’s strength lies in its dual benefit—providing a smooth, user-friendly experience for non-technical end-users uploading data, while giving developers and product teams powerful tools to automate, validate, and monitor data flows. It allows companies to create highly intuitive, branded file importers with embedded SDKs that integrate easily into frontend frameworks like React, Vue, Angular, and JavaScript. Meanwhile, backend teams benefit from FileFeeds AI, which can automate the recurring ingestion of files from legacy systems like ERP, CRM, and HRIS platforms, eliminating the need for custom integrations or complex ETL pipelines.
Pros & Cons
- +AI-Driven Automation: Automates recurring CSV and PDF imports with no-code workflows.
- +Data Normalization Engine: Automatically resolves formatting issues like dates, numbers, and addresses.
- +Embeddable Importer: One-click CSV import with 50+ validations and transformations.
- +Customizable UX: Offers 40+ configuration options to tailor the import experience.
- +Observability Tools: Includes audit logs, funnel analysis, and monitoring integrations.
- +Security & Compliance: SOC 2 Type 2, SOC 3, GDPR, CCPA, and HIPAA compliant.
- +Flexible Hosting: Supports US, EU, CA, AU regions and self-hosted deployments.
- +Developer-Friendly: SDKs for React, Angular, Vue, and JavaScript.
- −Focused Scope: Primarily designed for structured file imports—may not suit broader ETL or unstructured data needs.
- −Initial Setup Required: While quick, some configuration is needed to define templates and validation rules.
Features
Key features
- AI-Powered FileFeeds & Importer
- Automates recurring CSV and PDF imports with AI, allowing users to record and replay data mappings and transformations.
- Embeddable CSV Importer (SDKs)
- Provides a pre-built, customizable, and embeddable CSV importer with a single line of code, designed for customer-facing data imports.
- 50+ No-Code Validations & Transforms
- Offers a vast library of pre-built, configurable data types, validations, and intelligent transformations to clean messy data.
- Data Normalization Engine
- Automatically resolves common formatting errors in dates, numbers, addresses, and other data types.
- End-to-End Observability
- Provides audit logs, funnel analysis, and monitoring integrations to track user import progress and ensure successful data onboarding.
- Enterprise-Ready Security & Compliance
- SOC 2 Type 2, SOC 3, GDPR, CCPA, and HIPAA compliant with configurable data retention and encrypted data handling.
Additional features
- Automate Recurring CSV & PDF Imports
- Streamlines the process of repeatedly importing files.
- FileFeeds AI
- Automates any recurring file import using an AI workflow builder.
- Record and Replay Mappings and Transformations
- Captures and reuses data mapping and transformation rules.
- No Engineering or API Required (for FileFeeds)
- Enables automation without coding.
- Embeddable Importer
- Provides a one-click CSV import solution that can be integrated into applications.
- Single Line of Code Integration (for Embeddable Importer)
- Simplifies the embedding process.
- 50+ No-Code Validations
- Offers a large library of pre-built data validation rules.
- No-Code Transformations
- Provides tools to transform data without writing code.
- Intelligent Data Normalization Engine
- Automatically corrects common data formatting errors.
- Customizable User Experience
- Allows tailoring the importer's look and feel with 40+ customization options.
- Build Expressive Schemas No-Code
- Enables defining data structures without coding.
- 50+ Pre-built Data Types
- Comes with a rich library of predefined data types.
- Configurable Validations
- Allows customization of validation rules.
- Intelligent Transforms
- Provides smart data transformation capabilities.
- Guide User at Every Step
- Facilitates a smooth import experience for end-users.
- One-Click Mode
- Simplifies the import process for users.
- Suggested Transforms
- Offers recommendations for data transformations.
- Customizable User Education
- Provides options to educate users during the import process.
- Observe, Analyze, and Convert
- Monitors and analyzes user import progress.
- Audit Logs
- Records import activities for accountability and troubleshooting.
- Funnel Analysis
- Analyzes user progress through the import funnel.
- Monitoring Integrations
- Connects with monitoring tools for end-to-end observability.
- Handles All Encodings, Delimiters, and File Types
- Robust CSV parser that accommodates various file complexities.
- Normalization Library for Dates, Numbers, Addresses
- Provides specific libraries for data normalization.
- Embed with SDKs
- Supports embedding the importer using SDKs for React, JavaScript, Angular, and Vue.
- Automate Data Pipelines
- Helps in building automated data workflows.
- Maintain Data Quality at Source
- Validates upstream files to ensure data quality.
- Scale Data Acquisition Strategy
- Uses a low-code pipeline builder to scale data acquisition.
- Performant on CSVs with Millions of Rows
- Handles large CSV files efficiently.
- Configurable Data Retention Policies
- Allows users to set policies for how long data is stored (default 7 days).
- Programmatically Deletable Data via API
- Enables automated data deletion.
- AES-256 bit Bank Level Encryption (Data at Rest)
- Encrypts stored data.
- TLS v1.2 Encryption (Data in Transit)
- Encrypts data during transmission.
- SOC 2 Type 2, SOC 3, GDPR, CCPA, HIPAA Compliant
- Adheres to major security and privacy regulations.
- US Data Centers
- Stores data in US-based data centers.
- Flexible Hosting
- Offers hosting in US, EU, CA, and AU regions.
- Self-Hosted Deployments
- Supports self-hosting based on AWS, GCP, and Azure.
- Role-Based Access Control
- Provides fine-grained access controls for schemas and imported data.
- AI PDF Extraction Agent (Enterprise Plan)
- Extracts data from PDF files using AI.
- AI Relational Joins + Relational Validation (Enterprise Plan)
- Advanced AI capabilities for complex data relationships.
- Enterprise SSO (Enterprise Plan)
- Supports Single Sign-On for enterprise users.
- Custom In-Memory Rust Servers for 10M+ Row Files (Enterprise Plan)
- Optimized performance for extremely large files.
- Observability Integrations (Fullstory, Logrocket - Enterprise Plan)
- Integrates with more advanced monitoring tools.
- Up to 1M+ File Row Limit (Pro Plan)
- Handles large file sizes.
- Custom File Consumption Limit (Pro/Enterprise Plans)
- Allows for tailored usage limits.
- Branding / Whitelabeling (Pro/Enterprise Plans)
- Customizes the importer with company branding.
- Localization (Pro/Enterprise Plans)
- Supports various languages for the importer.
- Custom Environments (Pro/Enterprise Plans)
- Provides separate environments for development, production, and staging.
- File Import API (Headless - Pro/Enterprise Plans)
- Offers an API for programmatic file imports.
- Workspaces (Starter/Pro/Enterprise Plans)
- Facilitates organization and collaboration.
- Email & Chat Support
- Provides direct customer support.
- Dedicated CSM (Pro/Enterprise Plans)
- Offers a dedicated Customer Success Manager for larger teams.
- Deployed Engineering Support (Enterprise Plan)
- Provides direct engineering assistance for complex needs.
Pricing
Countries & Languages
Interface languages
Billing currencies
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About OneSchema
OneSchema is a data validation software from OneSchema that helps users ensure data quality. It combines data schema management, validation rules, and error reporting so users can identify and correct data issues effectively. This tool is designed to support various data formats and sources, enabling users to maintain consistency across datasets. OneSchema offers an intuitive interface that allows teams to collaborate on data standards and facilitates integration with other data processing tools. Key capabilities: data validation schema management error reporting collaboration tools integration support Best for: data analysts and engineers that need to enforce data quality across data pipelines.
OneSchema Details
OneSchema's In-App Market Place
Does OneSchema have an in-app market place?
Yes
How many Mini-Apps in the marketplace?
1
Mini Apps
N/A
Pricing Options
Accepted Payment Currencies
USD ($), EUR (€), GBP (£), AUD (A$), CAD (C$), JPY (¥), BRL (R$), CNY (¥), INR (₹)
Pros & Cons
- AI-Driven Automation: Automates recurring CSV and PDF imports with no-code workflows.
- Data Normalization Engine: Automatically resolves formatting issues like dates, numbers, and addresses.
- Embeddable Importer: One-click CSV import with 50+ validations and transformations.
- Customizable UX: Offers 40+ configuration options to tailor the import experience.
- Observability Tools: Includes audit logs, funnel analysis, and monitoring integrations.
- Security & Compliance: SOC 2 Type 2, SOC 3, GDPR, CCPA, and HIPAA compliant.
- Flexible Hosting: Supports US, EU, CA, AU regions and self-hosted deployments.
- Developer-Friendly: SDKs for React, Angular, Vue, and JavaScript.
- Focused Scope: Primarily designed for structured file imports—may not suit broader ETL or unstructured data needs.
- Initial Setup Required: While quick, some configuration is needed to define templates and validation rules.
OneSchema's Support Options
Documentation
https://docs.oneschema.co/docs/getting-startedChatbot
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