Features
Enterprise data reconciliation built for reliability and security
Multi-source Data Reconciliation
Compare and validate data across multiple database engines with ease.
- MySQL, PostgreSQL, MSSQL, Oracle, DB2
- Custom field mapping capabilities
- Support for structured data
- Scalable to billions of records
Automated Reconciliation
Schedule automated reconciliation processes to run at specified intervals.
- Flexible scheduling options
- Parallel processing for speed
- Comprehensive audit logs
- Email and webhook notifications
Enterprise Security
Security designed in from the start, not bolted on.
- End-to-end encryption in transit and at rest
- Bring Your Own Keys (BYOK)
- Role-based access control
- Tenant isolation by design
Multi-source Data Reconciliation
Connect to the databases your enterprise relies on and reconcile data across them. DataRecs supports MySQL, PostgreSQL, MSSQL, Oracle, and DB2, with more connectors on the way.
- Connect to MySQL, PostgreSQL, MSSQL, Oracle, and DB2
- Intelligent schema mapping for disparate data sources
- Handling of complex data structures and relationships
- Batch reconciliation at scale
Enterprise-grade Security
Security is at the core of our platform. Your data is always encrypted in transit and at rest, even within the boundaries of our own systems. Every feature is built with security front of mind.
- Envelope encryption with keys unique to each tenant
- Bring Your Own Keys (BYOK) support
- Granular role-based access control
- Comprehensive audit logs for all system activities
- Strict network egress controls to customer databases
Enterprise Resource Management
Manage your reconciliation infrastructure as code. Use the DataRecs CLI or Terraform provider to create, configure, and maintain resources programmatically.
- Full CLI for managing connections, jobs, and workspaces
- Terraform / OpenTofu provider for Infrastructure-as-Code
- Automate resource provisioning in CI/CD pipelines
- Version-controlled configuration for audit and reproducibility
Signed Webhooks
Get notified in real time when events happen across your reconciliation pipeline. Every webhook is cryptographically signed so you can verify it came from DataRecs.
- Connection failure alerts
- Job success and job failure notifications
- Post to Microsoft Teams or Slack channels
- Trigger downstream workflows in Airflow or other orchestrators
- HMAC-signed payloads for tamper-proof verification
Email Notifications
Stay informed without lifting a finger. DataRecs sends email reports directly to your team so you always know the state of your reconciliation jobs.
- Daily summary emails for all scheduled jobs
- Immediate alerts on job failure
- Per-user notification preferences
- Detailed discrepancy reports attached to each email
Supported Databases
Connect to the databases your enterprise depends on
Want to see what's coming next?
Check out our public features backlog, vote on what matters to you, and submit your own requests.
View Features BacklogReady to ensure your data is always in sync?
Join hundreds of enterprises that trust DataRecs for their critical data reconciliation needs.