AI agents automate migration work across assessment, discovery, mapping, translation, validation and reconciliation — while Migration Evidence records what changed, what was approved and what is ready for cutover.
Months → Weeks · Smaller Delivery Teams · Evidence at Every Stage
SUPPORTED MIGRATION TECHNOLOGIES
AUTOMATE THE MIGRATION WORK
Take months out of
the migration lifecycle.
Datachecks agents automate the manual work from understanding the legacy estate to proving the migrated data is right.
MIGRATION EVIDENCE
Every migration step leaves proof behind.
DataChecks connects discoveries, mappings, translations, exceptions, tests and reconciliation results across the migration lifecycle.
Understand
Inventory · Dependencies
→
Map
Mappings · Decisions
→
Translate
Artifacts · Exceptions
→
Validate
Tests · Reconciliation
EVIDENCE CAPTURED AT EVERY STAGE
→
MIGRATION EVIDENCE
→
CUTOVER READY
CUSTOMER_ORDERS
Oracle → Snowflake
READY
Mapping
Approved
Translation
Complete
Exceptions
3 / 3 Resolved
Tests
64 / 64 Passed
Reconciliation
Matched
Illustrative migration evidence view
THE IMPACT
Move in weeks. Spend less. Cut over with confidence.
Agent-driven execution compresses the migration timeline, reduces people-heavy delivery cost, and moves testing and reconciliation ahead of production cutover.
01
DELIVERY TIME
Months → Weeks
Compress months of migration work into weeks.
02
DELIVERY COST
A fraction of traditional consulting spend.
Traditional migration programs scale through large delivery teams working for months. Datachecks shifts repetitive execution to AI agents and keeps a smaller expert team focused on decisions and exceptions.
TRADITIONAL CONSULTING
× MONTHS
PEOPLE-HEAVY DELIVERY
WITH DATACHECKS
× WEEKS
AGENT EXECUTION
A FRACTION OF THE SPEND
03
EVIDENCE-BACKED CUTOVER
Prove the migration before production.
Validation, reconciliation, exceptions and approvals create evidence throughout delivery — not only at the end.
TRADITIONAL
QA CONCENTRATED LATE
TRANSLATE → LOAD → CUTOVER → FIND ISSUES → REWORK
WITH DATACHECKS
✓ TESTED BEFORE CUTOVER
PROVEN AT ENTERPRISE SCALE
Built for migrations where scale and accuracy both matter.
A complex banking modernization spanning 10K+ tables, multiple legacy database platforms, and two target data environments.
Large Middle East Bank
Enterprise data modernization
MIDDLE EAST · BANKING · DATA MODERNIZATION
10K+
tables across the migration estate
LEGACY ESTATE
SCHEMAS · TABLES · PROCEDURES · DEPENDENCIES
DATACHECKS
MAP
TRANSLATE
VALIDATE
RECONCILE
FINAL DESTINATIONS
SAP IQ
Databricks
TWO TARGET ENVIRONMENTS
900 tables
validated with a 2-person team
✓ VALIDATED · RECONCILED
HOW WE DELIVER
One migration engine. Two ways to deliver.
01 · DATACHECKS-LED
We deliver the migration. End to end.
Datachecks runs the migration end to end — assessment through validated cutover.
Faster delivery
Lower delivery effort
One accountable migration team
02 · SI-LED
Datachecks powers the Data Migration factory.
System integrators embed Datachecks agents into their own delivery practice and keep the client relationship.
Increase project margins
Deliver more with the same team
Standardize migration delivery
DATACHECKS AGENTIC MIGRATION ENGINE
The proprietary engine behind both delivery models.
Understand · Map · Translate · Validate
BUILT FOR ENTERPRISE DATA
Your migration data stays inside your security boundary.
Deploy Datachecks within your environment, connect enterprise-approved AI models, and keep migration data, metadata, and execution under your control. Migration Evidence stays inside the same controlled environment as the migration itself.
YOUR ENTERPRISE ENVIRONMENT
✓ PRIVATE DEPLOYMENT
ENTERPRISE DATA
Schemas · Metadata · Business rules
APPROVED AI MODELS
Enterprise-approved infrastructure
DATACHECKS
Understand · Map · Translate · Validate
MIGRATION OUTPUTS + MIGRATION EVIDENCE
ENTERPRISE ASSURANCE
SOC 2 Type II
ISO 27001
SAML SSO
BYOM
IDENTITY · ACCESS · MODELS · DATA · CONTROLS
Run Datachecks in your environment.
Deploy the migration engine within enterprise-controlled infrastructure so sensitive migration data does not need to be moved into a shared Datachecks SaaS environment.
YOUR ENVIRONMENT → DATACHECKS + DATA
Use your approved AI infrastructure.
Connect Datachecks to enterprise-approved AI models while maintaining control over model access and governance.
BYOM · APPROVED MODEL → DATACHECKS AGENTS
Integrate with enterprise identity.
Use SAML-based SSO to control access through existing enterprise identity systems.
IDENTITY PROVIDER → SAML SSO → DATACHECKS
AI proposes. Your team stays in control.
Mappings, translations, validation results, reconciliation findings, and exceptions remain reviewable before critical migration decisions are accepted.
AGENT OUTPUT → REVIEW → APPROVE · EDIT · EXCEPTION
WHY DATACHECKS
Built for migration outcomes, not just migration tasks.
DELIVERY MODEL
Large project teams
People execute most migration work
Software handed to your team
Customer assembles the delivery model
AI agents + migration experts
Automation and delivery work together
MIGRATION LIFECYCLE
Work split across specialized teams
Automation focused on selected tasks
Understand → Map → Translate → Validate
MANUAL EFFORT
High
Analysts, engineers and QA teams execute repetitive work
Reduced for selected activities
Automation across repetitive migration work
VALIDATION
Often a separate QA phase
Depends on customer implementation
Built into the migration lifecycle
Validation and reconciliation run throughout delivery
EXCEPTION HANDLING
Investigated manually
Often left to the user
Surfaced for expert review
Agents execute routine work; experts handle exceptions
SCALING DELIVERY
Add more people
Add more tool usage
Scale automation before headcount
FREQUENTLY ASKED QUESTIONS
Questions enterprise migration teams ask us.
Everything you need to know about how Datachecks fits into an enterprise migration program.
