Import via upload, REST API, webhooks
Extensible to support any file type
File information detection and parsing
File uploaders monitoring and analytics
Auto column mapping trained on millions of imports
Source and target schema identification and conversion (Coming soon)
Automatic header identification
User-defined columns & enum support
Filtered mapping
not included
Formula mapping
not included
Mapping reports and performance analytics
not included
Customizable mapping dashboards
not included
not included
Fine tuned mapping models
not included
not included
Programmable validation rules
Validation via external API
Inline editing and error reporting
Field level validation (programmable)
Auto correction (programmable)
Auto format identification
Extensive library of prebuilt solutions
Data cleaning reports and performance analytics (Coming soon)
not included
User time allocation dashboard (Coming soon)
not included
not included
Customizable reporting dashboards
not included
not included
Common formats built in (CSV, JSON, XML, Excel, etc.)
Configurable and developer customizable target format
Dynamic target format configuration
Pass to target via REST API, SQL, or Webhooks
Large file extraction (over 100MB)
not included
Parallel extraction jobs
not included
not included
Tunable performance extraction engine for fast extraction of large files
not included
not included
Customizable extractors
not included
not included
Data never shared with third-party models
not included
Ask-anything, AI-supported query and search
not included
AI-powered data validation and cleaning
not included
Plain-English data transformation
not included
Refine your prompt for query and transformation
not included
Preview AI-powered changes with inline-diff view
not included
Data version history
not included
Up to 30 snapshots
Unlimited
Fine tune / train AI model
not included
not included
Recent prompts
not included
not included
Fully extensible and configurable via code
API first event-driven architecture
Easily integrates with Git-based source control
Native SDKs for JS, React, Angular, Next.js and more
Open Source Plugin Library
Event-driven architecture with pubsub features
Code-based custom actions
Use webhooks, polling listeners, or built-in subscriptions
Scheduled actions
not included
Secure team-specific, multi-user collaboration space
not included
Multi-step approvals
not included
Collaborative editing
not included
Shared views (Coming soon)
not included
Guest access
not included
Intuitive and simple sheets based UI
User-friendly data management including search, find+replace, sort
Localization (multi-language)
White labeling
not included
Soc 2 Type 2, HIPAA, GDPR
Data Processing Agreement
not included
Audit trails
not included
not included
Custom data retention policies
not included
not included
DLP - Data loss prevention logs
not included
not included
Admins
Unlimited
Unlimited
Unlimited
End users (Upload and edit data)
Unlimited
Unlimited
Unlimited
Role based access management
not included
Custom roles
not included
not included
Built-in parallel processing and load balancing
Select a region (US, CAN, EU(GER), AUS)
not included
Multi-region
not included
not included
On-prem deployment
not included
not included
Response time
1 day
1 hour
30 minutes
Developer support including email, chat
Premium Slack based support
not included
Customer success management
not included
Assigned CSM
Customer engineering
not included
Developer pairing sessions
Assigned Customer Engineer
Early access to new features
not included
Adaptive release management
not included
not included
Developer training
not included
not included
Implementation services
not included
not included
Month-to-month billing
not included
not included
Annual billing
not included
Volume discounts
not included
- included in plan
- available as an option
Pricing - frequently asked questions