Manage high-stakes data conversions, migrations, and replay-based validation with better visibility, safer gates, and faster validation.
Moving data from old systems into new ones is high-stakes work. You cannot dump sensitive source data into a general-purpose AI tool and hope for the best. You need structure, validation, and control at every step.
Field mappings are done in spreadsheets and never validated against real data
Exceptions pile up with no clear process for resolving or tracking them
No reliable way to replay a conversion run and compare results
Audit trail is incomplete or reconstructed after the fact
Nobody can tell you exactly what changed between source and target
ConversionOps gives your team the structure to run data conversions with confidence — mapping, validation, replay, exception handling, and a full audit trail.
Define and validate field-level mappings between source and target systems
Run automated checks against real data before, during, and after conversion
Re-run conversions with the same inputs and compare results deterministically
Surface, categorize, and route exceptions for human review — not silent failures
Every run, every change, every decision is logged and traceable
Know exactly what changed between source and target at every stage
Conversion logic is versioned and reproducible, not one-off scripts
Built-in gates where people review, approve, or flag before data moves forward
Moving off mainframes, old ERPs, or custom systems that have decades of accumulated data and business rules.
Switching CRMs, financial systems, HR platforms, or any system-of-record where data quality cannot slip.
Conversions where audit trail, traceability, and provable accuracy are requirements, not nice-to-haves.
Define field mappings and transformation rules
Pre-flight checks against real source data
Execute with full logging and exception capture
Human review of flagged records
Compare source to target, run validation suites
Sign off with full traceability
Builds and maintains the ConversionOps product technology — the mapping engine, validation framework, replay system, and audit infrastructure.
Delivers the implementation and conversion services — hands-on project execution using ConversionOps to run your migration work.
www.sicadvisors.com →Walk through how ConversionOps handles data conversion work and see if it fits your project.