8 Specialized AI Agents

AI Agents for Every Data Operation

What are AI agents for data migration?

AI agents are specialized autonomous systems that handle specific data migration tasks like profiling, mapping, and validation. They work 24/7, learn from patterns, and reduce manual effort by 60% while ensuring 100% accuracy.

Each agent is purpose-built to excel at a specific aspect of data migration, working together to deliver seamless, accurate, and efficient migrations at enterprise scale.

60% Faster

Reduce migration time

100% Accurate

Automated validation

10x ROI

Lower operational costs

24/7 Operation

Autonomous execution

Meet Your AI Agent Team

Each agent brings specialized expertise to handle complex data migration challenges with precision and intelligence

Profile AI

Intelligent Data Discovery

Automatically analyzes and profiles your data to identify patterns, anomalies, and quality issues before migration begins.

Key Benefits

Automated schema discovery and documentation

Pattern recognition across millions of records

Data quality scoring and anomaly detection

Statistical analysis and distribution insights

Common Use Cases

Pre-migration assessmentData quality auditsSchema documentationCompliance reporting

Map AI

Smart Schema Mapping

Intelligently maps source to target schemas, understanding relationships and data transformations with AI-powered suggestions.

Key Benefits

60% reduction in manual mapping effort

Intelligent field matching and suggestions

Complex transformation rule generation

Relationship and dependency mapping

Common Use Cases

Schema migrationData warehouse consolidationSystem integrationLegacy modernization

Discovery AI

Hidden Insights Uncovered

Explores your data landscape to discover hidden relationships, dependencies, and valuable insights across systems.

Key Benefits

Cross-system relationship discovery

Dependency mapping and impact analysis

Business rule extraction

Data lineage visualization

Common Use Cases

Impact analysisData governanceSystem decommissioningMerger & acquisition

Cleanse AI

Automated Data Cleansing

Intelligently detects and fixes data quality issues, duplicates, and inconsistencies across datasets with minimal human intervention.

Key Benefits

Automated duplicate detection and resolution

Intelligent data standardization

Format normalization and correction

Reference data validation

Common Use Cases

Data quality improvementMaster data managementCustomer data unificationCompliance prep

Quality AI

Continuous Quality Monitoring

Continuously monitors data quality with automated validation rules, anomaly detection, and real-time quality scoring.

Key Benefits

Real-time quality monitoring and alerts

Automated validation rule generation

Quality trend analysis and reporting

SLA compliance tracking

Common Use Cases

Quality assuranceRegulatory complianceData certificationOngoing monitoring

Transform AI

Intelligent Transformations

Applies complex data transformations and business rules with intelligent optimization and performance tuning.

Key Benefits

Complex business rule automation

Performance-optimized transformations

Multi-step transformation orchestration

Error handling and recovery

Common Use Cases

ETL pipelinesData normalizationBusiness rule applicationFormat conversion

Reconcile AI

100% Accuracy Validation

Validates migrated data against source systems ensuring 100% accuracy and completeness with automated reconciliation.

Key Benefits

Automated source-to-target validation

Row-level and aggregate reconciliation

Discrepancy detection and reporting

Audit trail generation

Common Use Cases

Post-migration validationContinuous replicationAudit complianceData synchronization

Damian

Your AI Migration Partner

Your tireless data migration colleague, advisor and workhorse supporting end-to-end migrations with comprehensive capabilities.

Key Benefits

End-to-end migration orchestration

Multi-agent coordination and workflow

Intelligent decision-making and recommendations

24/7 autonomous operation

Common Use Cases

Complete migration projectsComplex multi-system migrationsContinuous data operationsMigration consulting

Orchestrated Intelligence

Our AI agents don't work in isolation. They collaborate seamlessly, sharing insights and coordinating actions to deliver end-to-end migration excellence.

Discovery & Profiling

Profile AI + Discovery AI

Analyze source systems and discover data relationships

Mapping & Transformation

Map AI + Transform AI

Create intelligent mappings and transformation rules

Quality & Cleansing

Cleanse AI + Quality AI

Ensure data quality and fix issues before migration

Migration & Validation

Damian + Reconcile AI

Execute migration and validate 100% accuracy

Ready to deploy your AI agent team?

See how our AI agents can transform your data migration projects with a personalized demo