SECURITY & DEPLOYMENT
Your migration data stays inside your security boundary.
Deploy Datachecks within enterprise-controlled infrastructure, connect approved AI models, and keep migration data, metadata, execution, and evidence under your control.
YOUR ENTERPRISE ENVIRONMENT
PRIVATE DEPLOYMENT
SOURCE SYSTEMS
TARGET SYSTEMS
DATACHECKS
MIGRATION EXECUTION · VALIDATION · EVIDENCE
APPROVED MODEL
IDENTITY · SSO
MIGRATION EVIDENCE
ENTERPRISE-CONTROLLED · DATA, METADATA, EXECUTION AND EVIDENCE STAY INSIDE
DEPLOYMENT MODEL
Run Datachecks inside the environment you control.
Datachecks is designed for private enterprise deployment so migration workloads can operate close to the systems and data they need to analyze, transform, and validate.
YOUR ENTERPRISE INFRASTRUCTURE
PRIVATE DEPLOYMENT
SOURCE SYSTEMS
Oracle
SQL Server
Teradata
Legacy ETL
TARGET SYSTEMS
Snowflake
Databricks
BigQuery
Microsoft Fabric
DATACHECKS
MIGRATION WORKFLOWS
UNDERSTAND
MAP
TRANSLATE
VALIDATE
APPROVED AI MODEL
Enterprise-approved endpoint
Network path agreed
MIGRATION EVIDENCE
Validation results
Reconciliation reports
ENTERPRISE IDENTITY / SSO
The migration engine operates where the migration happens.
DATA CONTROL
Migration context stays where the migration happens.
Enterprise migrations involve far more than rows of data. Datachecks works with the metadata, logic, mappings, tests, and evidence required to understand and prove the migration.
01 — METADATA
Used to understand the legacy and target estates.
Schemas
Table definitions
Object metadata
Dependencies
Relationships
02 — MIGRATION DATA
Used where required to validate migration outcomes.
Profiling inputs
Validation samples
Source-target comparisons
Reconciliation inputs
03 — MIGRATION LOGIC
Used to generate and validate target-ready migration work.
Source-target mappings
SQL
Stored procedures
Transformation logic
Tests
04 — MIGRATION EVIDENCE
Used to support review and migration sign-off.
Validation results
Reconciliation reports
Exceptions
Reviewed outputs
Approval evidence
The enterprise controls where these artifacts are stored and processed.
AI MODEL CONTROL
Use the AI infrastructure your enterprise already approves.
Datachecks separates migration intelligence from the underlying model provider, allowing deployments to connect to enterprise-approved AI infrastructure instead of requiring a Datachecks-controlled model environment.
BRING YOUR OWN MODEL · BYOM
DATACHECKS AGENTS
Mapping · Translation · Validation agents
MIGRATION CONTEXT
Schemas · rules · dependencies · prior approvals
ENTERPRISE-APPROVED AI ENDPOINT
Enterprise AI gateway
Approved cloud model
Private model endpoint
MODEL RESPONSE
Returned into the enterprise boundary
VALIDATION / REVIEW
Checked, scored and routed for expert review
Datachecks provides the migration workflows. You control the model environment.
IDENTITY & ACCESS
Use enterprise identity, not another set of credentials.
Datachecks integrates with enterprise identity so platform access can fit existing authentication and user lifecycle processes.
SAML SSO
Connect enterprise identity.
Authenticate users through your existing SAML-compatible identity provider.
CONTROLLED ACCESS
Keep migration access intentional.
Limit access to Datachecks and migration environments to authorized users and delivery teams.
USER LIFECYCLE
Fit existing access processes.
Enterprise identity helps avoid unmanaged credentials and keeps access aligned with existing organizational controls.
AI GOVERNANCE
AI proposes. Your team stays in control.
Datachecks increases automation without hiding uncertainty. Generated outputs can be validated, confidence can be surfaced, and exceptions can be routed for expert review.
GENERATE
Source → target mapping generated
VALIDATE
Transformation checks passed
SCORE
Confidence: 96%
Confidence: 68%
REVIEW IF NEEDED
Low-confidence mapping
Expert review required
APPROVE
Mapping approved
Stored as migration context
Uncertainty is surfaced, not hidden.
TRACEABILITY
Know what was generated, checked, reviewed, and approved.
Migration workflows produce tangible artifacts that teams can inspect, validate, review, and use as evidence throughout the program.
GENERATED
CHECKED
EXCEPTION / REVIEW
APPROVED
MIGRATION EVIDENCE
MAPPING
customer_id
customer_key
STATUS
APPROVED
TRANSLATION
SOURCE
Oracle PL/SQL
TARGET
Target SQL
STATUS
VALIDATED
VALIDATION
CHECKS PASSED
8,397
EXCEPTIONS
24
RECONCILIATION
SOURCE
12,419,812
TARGET
12,419,812
MATCHED
100%
REVIEW
EXCEPTION
RESOLVED
EVIDENCE
STATUS
READY FOR SIGN-OFF
ENTERPRISE ASSURANCE
Built for enterprise security review.
Datachecks combines private deployment, enterprise identity, controlled AI connectivity, and independently assessed security practices for sensitive migration programs.
SOC 2
Independent controls assurance.
ISO 27001
Information security management.
VAPT
Security testing.
SAML SSO
Enterprise authentication.
PRIVATE DEPLOYMENT
Run within enterprise-controlled infrastructure.
BYOM
Connect enterprise-approved AI models.
SECURITY REVIEW
Bring your security team into the conversation early.
Security and architecture review can happen before migration execution begins, so deployment, data flow, identity, and AI connectivity are agreed upfront.
01
REVIEW ARCHITECTURE
Understand where Datachecks will run and how it connects to the migration estate.
02
REVIEW DATA FLOW
Identify the metadata, migration data, logic, and evidence required for the engagement.
03
REVIEW AI CONNECTIVITY
Confirm the enterprise-approved model and network path.
04
REVIEW ACCESS
Align authentication and user access with enterprise controls.
05
DEPLOY
Install Datachecks within the agreed environment and begin the migration workflow.
FREQUENTLY ASKED QUESTIONS
Questions security and architecture teams ask us.
Does Datachecks require us to upload migration data to a shared SaaS environment?
Where is Datachecks deployed?
Can we use our enterprise-approved AI model?
Does Datachecks support enterprise SSO?
How are AI-generated migration outputs controlled?
What security assurance does Datachecks provide?
Bring us your hardest migration.
Datachecks combines specialized AI agents with migration experts to deliver complex migrations faster — with validation and reconciliation built in.