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Backend DevelopmentMicrosoft Dynamics 365 Integration Services
Modernize Your ERP with a Controlled, Data-Driven Migration Approach
Key Dynamics Solutions helps organizations transition from Microsoft Dynamics AX 2012 to Dynamics 365 Finance and Operations through a structured migration strategy. We combine Azure services, data transformation tools, and Dynamics 365 data management capabilities to improve data quality, streamline migration cycles, and support a reliable transition to a modern ERP environment.
Connecting Legacy ERP Data to a Modern D365 EnvironmentConnecting Legacy ERP Data to a Modern D365 EnvironmentConnecting Legacy ERP Data to a Modern D365 EnvironmentConnecting Legacy ERP Data to a Modern D365 EnvironmentKEY FEATURES
Automated Data Pipelines
Automate Data Extraction From AS 20212, Transform Datasets, And Load Them Into D365 Using Azure Data Factory Pipelines.
Data Accuracy And Validation
Apply Data Mapping, Cleansing, Reconciliation, And Validation Checks To Maintain Consistency And Improve Data Quality Throughout Migration.
Scalable Migration Workflows
Build Configurable Data Pipelines To Handle Large Datasets, Manage Dependencies, And Orchestrate Migration Activities Efficiently.
Monitoring And Error Handling
Monitor Pipeline Execution, Identify Failed Records, And Implement Retry And Exception-Handling Mechanisms For Better Migration Control.
KEY BUSINESS MODULES & DATA MIGRATION PROCESS
AX 2012 TO D365: OUR MIGRATION JOURNEY
At Key Dynamics Solutions, We Follow A Structured, End-To-End Migration Approach To Transition Legacy AX 2012 Data To Dynamics 365 Finance And Operations, Ensuring Data Accuracy, Controlled Execution, And Seamless Business Continuity At Every Stage.
Extract
Extract relevant master, transactional, and historical data from AX 2012 and connected data sources.
Transform & Cleanse
Map legacy data to D365 requirements, standardize formats, remove duplicates, and correct data inconsistencies.
Load
Import prepared data into Dynamics 365 Finance and Operations using supported data entities and integration mechanisms.
Stage
Organize extracted data in a controlled staging environment to prepare it for processing and migration.
Validate
Verify data completeness, mandatory fields, business rules, and dependencies before loading.
Reconcile
Compare source and target records, verify financial balances, investigate discrepancies, and confirm migration accuracy.
OUR MIGRATION ARCHITECTURE
Key Dynamics Solutions Combines Azure Services, Data Transformation Tools, And Dynamics 365 Integration Capabilities To Create A Structured Migration Architecture. Our Approach Ensures Secure Data Movement, Efficient Processing, And Reliable Validation From AX 2012 To D365 Finance And Operations.
Get StartedAzure & Migration Services Source System
- Identify relevant legacy data and business entities.
- Extract required master and transactional records.
- Assess data quality, dependencies, and migration scope.
Microsoft Dynamics AX 2012 Data Processing Layer
- Use Azure Data Factory to orchestrate data movement and migration workflows.
- Leverage staging and transformation services to prepare data.
- Apply validation, monitoring, error handling, and repeatable migration processes.
D365 Finance & Operations Target System
- Load data through supported D365 data management capabilities.
- Validate records against target-system requirements.
- Reconcile migrated data and support business readiness.
BUSINESS VALUE OF A STRUCTURED MIGRATION
At Key Dynamics Solutions (KDS), We Follow A Structured Migration Approach To Ensure Data Accuracy, Controlled Execution, And Reliable Reconciliation Throughout The AX 2012 To D365 Journey. Our Approach Helps Reduce Manual Effort, Improve Data Quality, Minimize Migration Risks, And Support A Seamless ERP Transition.
Improved
Data Quality
Cleanse, standardize, and validate legacy data to ensure accuracy and consistency in D365.
Controlled Migration &
Reconciliation
Enable repeatable migration cycles and compare source and target data to identify discrepancies and verify completeness.
Reduced
Manual Effort
Automate data movement, validation, and monitoring to streamline migration workflows and improve efficiency.
Greater Visibility & Business
Continuity
Track migration progress, resolve issues early, and plan cutover activities to minimize business disruption.
INTEGRATION
AX 2012 Source
Integration
- Connect to legacy databases and supported data sources.
- Extract relevant business and transactional data.
- Identify source dependencies and data structures.
- Assess data quality and completeness.
- Identify duplicate and obsolete records.
- Define extraction rules for each business module.
Azure Data
Factory (ADF)
- Build automated pipelines for data movement.
- Orchestrate migration workflows and scheduled jobs.
- Configure linked services and datasets.
- Manage pipeline dependencies and execution sequences.
- Implement incremental data extraction where supported.
- Monitor pipeline execution and manage failures.
Azure Data Lake
& Staging
- Store extracted data temporarily for processing.
- Organize datasets for transformation and validation.
- Support scalable handling of large data volumes.
- Maintain intermediate copies for reconciliation.
- Separate raw data from processed datasets.
- Enable controlled access to staging data.
D365
Integration
- Load data through supported D365 data entities.
- Integrate using appropriate APIs and endpoints.
- Configure data import and export processes.
- Respect entity dependencies and loading sequences.
- Validate records against target system requirements.
- Support master data and transactional data migration.
Data Transformation
& Mapping
- Map AX 2012 fields to D365 data entities.
- Cleanse and standardize legacy data.
- Apply business rules and transformation logic.
- Convert data formats to target requirements.
- Validate mandatory fields and reference values.
- Resolve duplicates and inconsistent records.
Monitoring &
Error Handling
- Track pipeline execution and migration progress.
- Identify failed records and resolve data issues.
- Configure retry mechanisms for transient failures.
- Maintain execution logs and error reports.
- Reconcile source and target record counts.
- Validate financial balances and critical business data.
- Generate migration status reports for stakeholders.
AZURE DATA FACTORY SERVICES & COMPONENTS
Key Dynamics Solutions Helps Organizations Modernize Their ERP Ecosystem By Migrating From Microsoft Dynamics AX 2012 To Dynamics 365 Finance And Operations Using Azure Data Factory (ADF) And Complementary Azure Services. Our Approach Streamlines Data Extraction, Transformation, Staging, And Loading While Maintaining Data Accuracy, Consistency, And Security. Through Automated Pipelines, Structured Validation, And Reconciliation, We Help Reduce Manual Effort, Minimize Migration Risks, And Support A Smooth Transition To A Scalable, Modern ERP Environment.
Azure Data Factory
(ADF)
- Automates Data Movement And Pipeline Orchestration.
- Schedules And Manages Migration Workflows.
- Monitors Pipeline Execution And Dependencies.
- Supports Error Handling And Retries.
Azure Data
Lake Storage
- Stores Extracted Data For Staging.
- Organizes Raw And Transformed Datasets.
- Supports Large Data Volumes.
- Enables Controlled Data Access.
Azure Integration
Runtime
- Connects Supported Data Sources And Destinations.
- Enables Connectivity To On-Premises Systems.
- Executes Data Movement Activities.
- Supports Secure Data Integration.
Azure SQL
Database
- Provides Structured Data Staging.
- Supports SQL-Based Data Transformation.
- Enables Data Quality And Reconciliation Checks.
- Prepares Datasets For Migration.
Azure
Key Vault
- Stores Credentials And Connection Secrets.
- Supports Secure Credential Access.
- Reduces Exposure Of Sensitive Information.
- Centralizes Secret Management.
Azure Monitor &
Log Analytics
- Tracks Pipeline Execution And Performance.
- Captures Errors And Diagnostic Logs.
- Supports Alerts For Pipeline Failures.
- Simplifies Troubleshooting And Monitoring.
OUR KEY OFFERINGS
Enterprise Process
Diagnostic / Review
Reduction In
Discovery Timeline
Implementations
Improvement In
Operational Efficiency
System
Integration
Reduction In Data Errors
Through Integrations
Migrations
& Upgrades
Faster System
Operations
Managed
Services
Faster IT Issue
Resolution
Support &
Maintenance
Faster Critical ERP
Issue Resolution
KEY HIGHLIGHTS & VALUE PROPOSITION
PROPOSITION
Of Business Workflows
Customer Education & Enablement
Role-Based Training Content | Localized Multi-Language Support | Training Templates | Provider User Guides | Simulations | Practical Workshops.
Production Issues
Comprehensive E2E Services
Strategy | Process Consulting | ERP Design | Implementation | Integration | Continuous Improvement Services | Cross-Functional Technical Collaboration.
Optimization
Cost-Effectiveness
Scalable Solutions | Transparent Reporting | Technical Delivery Team | Cost Recovery | Technical Cost Optimization | Operational Efficiency.
Proactive Monitoring
Risk & Compliance
Automated Risk Assessment | Regulatory Readiness | ERP Security Framework | Audit Controls | Data Protection | Governance | Compliance Monitoring.
We Can Help You To Fill This GAP
What Sets Us Apart
COE
Faster Delivery Via Coding Best Practices & Environment Branching
Certification Rate Among COE Tech Experts
Frameworks
Data Accuracy In Client Migrations
Manual Migration Effort Saved By Pre-Tested Scripts.
Expertise
Reduction In Project Efforts With 100+ Reusable Templates From Past Projects.
Reference For Ease Of Customization, Power BI Platform Automation, Power BI Reports
Accelerators
Reduction In Implementation Timelines With Deployment Accelerators.
Implementations Successfully Delivered Faster Time-To-Value.
Frameworks
Reduction In Risk Exposure With Automated Monitoring Tools.
Adherence To GDPR, SOC, ISO, And Other Relevant Compliance Standards.
How does Azure Data Factory support ERP data migration?
Azure Data Factory automates data pipelines, schedules migration activities, manages dependencies, and monitors execution to streamline data movement between supported systems and storage services.
Which business modules can be migrated from AX 2012 to D365?
Business modules such as Finance, Supply Chain Management, Procurement, Inventory, Sales, and other supported functional areas can be migrated based on your existing AX 2012 environment and Dynamics 365 implementation requirements.
Can historical and transactional data be migrated to D365?
Yes, historical and transactional data can be migrated depending on business requirements, data volume, data quality, and the migration strategy. Data mapping and validation help ensure that relevant records are transferred accurately.
How is data accuracy maintained during migration?
Data accuracy is maintained through data profiling, mapping, cleansing, validation rules, reconciliation reports, and testing. These checks help identify discrepancies and ensure data consistency between the source and target systems.
Can Azure Data Factory handle large volumes of ERP data?
Yes, Azure Data Factory supports scalable data integration pipelines that can process large datasets. Performance depends on pipeline configuration, data sources, integration methods, and available resources.
How is data security ensured during the migration process?
Data security can be maintained through role-based access controls, encryption, secure connections, credential management, and monitoring. The migration setup should follow the organization’s security policies and compliance requirements.
How does Key Dynamics Solutions support AX 2012 to D365 migration?
Key Dynamics Solutions supports migration planning, data assessment, mapping, transformation, validation, testing, and implementation coordination to help businesses transition from AX 2012 to Dynamics 365 with minimal disruption.
How long does AX 2012 to D365 data migration take?
The timeline depends on data volume, system complexity, the number of business modules, data quality, customizations, and testing requirements. A detailed assessment helps establish a realistic migration schedule.
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