DATA MIGRATION

De-risk and accelerate your data migrations

Data migrations are the highest risk element during any system change. Zengines' AI-powered Data Migration solution empowers business analysts to drive the entire process end-to-end without coding expertise, accelerating projects by 80% while significantly reducing risk and cost.
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The Challenge: Why Data Migrations Fail

Traditional data migrations are risky, costly, and painful due to:

Unpredictable data

Unexpected values, incomplete documentation, and unknown quality

Guesswork and manual efforts

Teams spend months manually mapping data elements across systems

Technical complexity

Specialized engineering resources create bottlenecks and communication gaps

Expensive talent

Reliance on scarce technical experts drives up costs

Poor visibility

Limited insight into data quality and transformation requirements
Failed data migrations can cost organizations hundreds of millions of dollars, lead to significant customer loss, and result in legal disputes. When critical systems can't talk to each other, your entire business transformation stalls.

Your end-to-end solution

When and how innovative financial services companies leverage Zengines to accelerate and de-risk their initiatives.
Zengines loads data early, fast, and often​
Domain-specific AI engines get smarter with each use ​
Ongoing machine learning continuously improves AI inputs (mappings, classifications relationships, data structures, data elements and lists) ​
Automatic configuration into target system​
Automatic reconciliation and output comparisons across sources and targets​

Your business analyst’s co-pilot throughout the migration lifecycle

Zengines is the only comprehensive solution that covers the entire data migration lifecycle.

01.Data Analysis

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AI-powered data profiling identifies patterns and potential issues in minutes
Comprehensive metadata cataloging builds understanding of your data landscape
Smart detection of data quality issues
Visibility across disparate source systems

02.Data Mapping

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Intelligent prediction of field mappings between source and target systems
AI-assisted transformation with plain English instructions - no coding needed
Visual validation with sample data to ensure accuracy
Automatic handling of complex data type conversions and constraints

03.Data Execution

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Automated generation of load files in the correct format for your target system
Rapid execution of complex data transformations
Built-in handling of common migration edge cases and exceptions
Real-time feedback on conversion progress

04.Data Testing

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Output reconciliation and comparison between systems
Automated validation of data integrity and quality
End-to-end traceability from source to target

Data Analysis

AI-powered data profiling identifies patterns and potential issues in minutes
Comprehensive metadata cataloging builds understanding of your data landscape
Smart detection of data quality issues with actionable insights for resolution
Complete visibility across disparate source systems

Data Mapping

Intelligent prediction of field mappings between source and target systems
AI-assisted transformation with plain English instructions - no coding needed
Visual validation with sample data to ensure accuracy
Automatic handling of complex data type conversions and constraints

Data Execution

Automated generation of load files in the correct format for your target system
Rapid execution of complex data transformations
Built-in handling of common migration edge cases and exceptions
Real-time feedback on conversion progress

Data Testing

Comprehensive reconciliation and comparison between systems
Automated validation of data integrity and quality
Clear reporting on testing results with actionable insights
End-to-end traceability from source to target

Key Benefits

Business Leaders

De-risk critical initiatives: Lower the risk profile of your transformation programs
Accelerate time to value: Complete migrations 80% faster than traditional approaches
Reduce costs: Eliminate dependency on expensive technical specialists
Scalable change: Enable ongoing innovation and adaptability with data migration change capability

Business Analysts

6x productivity increase: Complete more work with the same team
Self-service capability: Drive migrations without technical dependencies
Enhanced data quality: Identify and fix issues early in the process
Simplified complexity: Navigate technical challenges with an AI co-pilot

Technology Leaders

80% reduction in engineering time: Free technical resources for higher-value work
Improved quality: Reduce errors and rework through automation
Decreased project risk: Eliminate key person technical SME dependencies
Better business alignment: Bridge the gap between business and technical teams

What Makes Zengines Different?

Truly End-to-End
Unlike point solutions that address only fragments of the migration process, Zengines provides comprehensive tools for the entire journey from analysis to testing.
Built for Business Users
Our AI co-pilot handles the technical complexity, allowing the people who understand the data best to drive the migration process with no coding expertise required.
AI-Powered Intelligence
Zengines uses pattern recognition with continuous learning to accelerate every stage of data migration, making your team more effective with each project.
You Remain in Control
The co-pilot helps you complete your analysis, mapping, and testing faster and with less risk, but you make the judgment calls and important decisions.

Ready to level up your Data Migrations?

Don't let your technology initiatives or customer onboarding end up like so many others - over budget, behind schedule, and failing to deliver value. Zengines provides the intelligent, accessible technology needed to navigate complex migrations successfully.
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