Migration Challenges

While suitable for basic cloud migrations, cloud native tools fall short for mission-critical migrations. Without live data verification, parallel run support, and reverse replication capability, migrating data comes with added cost, risk and complexity. 

Many organizations will be constrained by:

  • High replication tool licensing costs – tied to source and target databases

  • Cloud-native alternatives that lack enterprise-grade migration capabilities

  • Command-line-driven replication tools – requiring specialist skills and complex scripting

  • Additional tooling and cost required for live data verification (e.g., GoldenGate Veridata)

  • Downtime risk during cutover with limited rollback or fallback options

  • Limited visibility, monitoring, and confidence during long-running migrations

Replicate[IQ] helps organizations overcome these challenges using live data verification, reverse replication strategies, and consolidated tooling, allowing enterprise-level data migration without added cost or risk.  

How Replicate[IQ] Helps

Enhanced Visibility 
Key Deliverables
Zero-Downtime CDC Migration
  • Real-time, log-based change data capture

  • Continuous synchronization between source and target

  • Parallel run and phased cutover support

  • Reverse replication for fallback and rollback scenarios

  • Live source-to-target data verification during migration

Heterogeneous Database Support
  • Oracle ↔ Oracle

  • Oracle ↔ PostgreSQL

  • Oracle ↔ SQL Server

  • SQL Server ↔ PostgreSQL

  • On-premises, cloud, and hybrid environments

Built-In Live Data Verification
  • Source and target data comparison included as standard

  • Row-level and object-level validation

  • Detects data drift, gaps, and inconsistencies in real time

Outcomes
  • Enterprise-grade alternative to AWS DMS for critical workloads

  • Near-zero downtime migrations

  • Avoid extended outages and weekend cutovers

  • Eliminates the need for separate verification products

  • Increased confidence in cutover decisions through live data validation

  • Minimize migration risk with continuous synchronization and verification

Cost & User-Efficiency
Key Deliverables
Intuitive Graphical User Interface
  • Centralized, browser-based management console

  • Visual pipeline configuration and monitoring

  • Real-time replication status and alerts

Simplified & Cost-Effective Licensing
  • Licensed per migration gateway server by core

  • Not licensed per source and target database

  • Predictable, scalable monthly or annual pricing

Outcomes
  • Simplified operations with reduced reliance on command-line tooling

  • Reduced dependency on specialist replication skills

  • Flexible monthly or annual pricing aligned to project timelines

  • Reduced tooling, operational, and licensing costs compared to GoldenGate

How Replicate[IQ] compares: Replicate[IQ] vs Oracle GoldenGate vs AWS DMS

Capability
Replicate[IQ]
GoldenGate
AWS DMS
Zero-downtime CDC
(limited)
Log-based CDC
Heterogeneous support
(limited)
(limited)
Built-in data verification
Included
Extra Cost
Reverse replication/fallback
Parallel run migrations
Limited
GUI-based management
(basic)
Enterprise monitoring & alerts
Limited
Live data verification
(Veridata)
Licensing model
Gateway-based
Source & Target
Consumption-based
Licensing complexity
Low
High
Medium
Total cost of ownership
Lower
Highest
Increases at scale
For mission-critical migrations

Ideal For:

  • Cloud migration and database modernization programs

  • Oracle, SQL Server, and PostgreSQL cloud migrations

  • Cross-platform database transformations

  • Compliance-driven parallel run migrations

  • Critical migrations requiring live data validation

  • Cost-reduction initiatives replacing costly enterprise tools 

  • Enterprise workloads where cloud native tools limitations carry risk

Ready to simplify and de-risk data migration?