Discovery & Dependency Intelligence
Analyze ETL logic, lineage, and dependencies to build a complete understanding of current data environments and migration scope.
Modernize large-scale ETL estates with an agentic, end-to-end migration factory designed for speed, accuracy, and control.
SPEAK TO AN EXPERT
Legacy ETL environments limit how quickly enterprises can modernize data foundations and adopt AI at scale. FulkrumAI addresses this by orchestrating the entire migration lifecycle, from discovery and planning to conversion and validation, within a controlled, agent-driven framework. By combining automation, validation loops, and iterative learning, it enables accurate, scalable modernization without disrupting ongoing operations.
Analyze ETL logic, lineage, and dependencies to build a complete understanding of current data environments and migration scope.
Plan phased migration waves using optimization strategies and dependency mapping to coordinate execution across complex ETL estates with minimal disruption.
Convert legacy ETL logic into target formats using a conversion engine with built-in validation, auto-retry mechanisms, and consistency checks.
Validate pipelines using lineage checks, test data, and synthetic data generation to preserve business rules, dependencies, and data accuracy.
Run migrated ETL workloads on target platforms using agent-driven execution of validated code within controlled workflows, ensuring reliable, repeatable rollout at scale.
Continuously improve migration outcomes through iterative feedback, refining accuracy, performance, and execution efficiency over time.
Data Fidelity
Ensure high-accuracy migration with validated outputs that preserve lineage, dependencies, and business logic.
Lower Engineering Effort
Reduce manual intervention through automation, enabling faster execution across large, complex ETL environments.
Lower Maintenance Cost
Standardize pipelines and reduce complexity, lowering the long-term cost of change and operational overhead.
Faster Modernization Throughput
Accelerate migration timelines through orchestrated execution, automation, and repeatable migration patterns.
Data Fidelity
Ensure high-accuracy migration with validated outputs that preserve lineage, dependencies, and business logic.
Lower Engineering Effort
Reduce manual intervention through automation, enabling faster execution across large, complex ETL environments.
Lower Maintenance Cost
Standardize pipelines and reduce complexity, lowering the long-term cost of change and operational overhead.
Faster Modernization Throughput
Accelerate migration timelines through orchestrated execution, automation, and repeatable migration patterns.

