Dynamity Advanced Data Migration
Dynamity Advanced Data Migration
The intelligent, AI-powered data migration solution for Dynamics 365 Finance & Operations
Data migration to Dynamics 365 Finance & Operations is one of the most critical phases of any ERP project. Data is often inconsistent, incomplete, or difficult to extract from legacy systems. Traditional tools and manual methods are slow, error-prone, and hardly scalable.
With Dynamity Advanced Data Migration, we provide a powerful framework that makes data migrations significantly faster, safer, and more efficient through automation and AI.
Built from real-world Dynamics 365 projects, this solution is designed to drastically reduce migration effort while ensuring the highest level of data quality.
Why Our Solution?
AI-powered automation
Our Copilot agents take over a large portion of previously manual analysis work. They automatically detect table relationships, suggest accurate field mappings, and generate both technical and business validation rules.
This reduces errors and frees your project team from time-consuming routine tasks resulting in faster migration cycles and a significantly shorter preparation phase.
Error-free data before go-live
Our framework ensures that data quality is no longer a risk. By combining AI validation, data type checks, rule testing, and logic validation, issues are identified early, long before they impact your Dynamics 365 import.
Avoid rework, correction loops, and last-minute delays before go-live.
100% compatible with Dynamics 365
Alle finalen Exportdateien werden automatisch im exakten Format der D365 Data Management Framework (DMF) erzeugt. Es sind keine manuellen Anpassungen oder Formatkorrekturen nötig. Sie erhalten direkt importierbare Dateien, die nahtlos über die Dynamics‑Datenverwaltung eingespielt werden können – zuverlässig, standardkonform und updatesicher.
Minimized risk throughout the project
With clearly defined, transparent, and repeatable processes, you maintain full control over every migration step.
Errors are logged, rules are traceable, and every run can be reproduced under identical conditions, reducing project risk and ensuring a stable, predictable go-live.
Perfect for SAP, NAV, AX & legacy systems
Our framework automatically analyzes the structure of your source system and derives the appropriate target entities and mappings for Dynamics 365.
Whether you're migrating from SAP, NAV, AX2012, or a custom ERP, the AI detects patterns, field relationships, and data dependencies, creating a clean foundation for fast and secure migration.
How does the migration process work?
The migration process:
- Data is exported from the legacy system (e.g., SAP, NAV, or custom ERP) and provided as Excel files.
- These files are stored in SharePoint or a similar repository, serving as a centralized and version-controlled data source.
- Azure Data Factory automatically ingests the files and stores the raw data in the Data + Config DB.
- AI analyzes the tables and identifies logical relationships (e.g., customer–address or item–price list).
- Based on this, AI generates field mappings aligned with Dynamics 365 entities.
- AI also creates technical and business validation rules to ensure correct data types, mandatory fields, and business logic.
- Data is transformed, cleansed, and validated until no errors remain.
- The framework automatically generates D365-compliant files ready for direct import into Dynamics 365 Finance & Operations
Die Ergebnisse: Sie erhalten vollständig bereinigte, validierte und D365‑konforme Daten, die sofort importiert werden können. Alle Mappings, Regeln und Beziehungen werden automatisch generiert, wodurch der gesamte Migrationsprozess schneller, sicherer und jederzeit wiederholbar wird.
Typical Use Cases
- Migration of customer and vendor data
- Migration of item master data
- Migration of prices, units, addresses, and parameters
- Data validation and enrichment before D365 import
- Repeatable migrations for multiple cutover cycles
Who is this solution for?
- Companies migrating from SAP, NAV, AX, or legacy ERP systems to Dynamics 365
- Organizations with complex data structures
- Projects with short time-to-go-live requirements
- Teams looking to reduce manual migration effort
- Consulting firms needing a scalable, reusable migration framework
FAQ
Why is this solution especially suited for SAP, NAV, AX, and legacy systems?
Many companies still use complex or outdated ERP systems with hard to interpret data structures.
Our framework automatically analyzes these structures regardless of origin. Whether SAP tables, NAV relationships, or proprietary database models, the AI detects patterns and derives correct Dynamics 365 mappings, significantly reducing effort and risk.
How is data accuracy and completeness ensured?
Before any dataset is exported, it goes through multiple technical and business validations.
AI-generated rules check data types, value ranges, mandatory fields, and relationships.
Incorrect or incomplete records are clearly identified and can be corrected before import, ensuring only validated, error-free data enters Dynamics 365.
How much manual effort is reduced by AI?
A large portion of manual mapping, validation rule creation, and data structure analysis is handled automatically by our Copilot agents.
This typically reduces migration cycles by 50–70%.
How is data quality ensured?
The validation engine combines technical checks (data types, required fields, formats) with business rules (e.g., “Every customer must have an address”).
Errors are detected early and can be resolved before import.
How quickly can the solution be implemented?
Since the framework is production-ready, implementation can be done very quickly.
The key factor is the availability and quality of your source data.
Are the generated files fully compatible with Dynamics 365 Finance & Operations?
Yes. The framework automatically generates Excel files that fully comply with the D365 F&O import standard and can be directly imported via the Data Management Framework (DMF).
Does Dynamity provide migration support and project guidance?
Yes. Our experts support you with analysis, data preparation, project management, validation, interfaces, and the entire migration process.
Get Started Now!
Leverage the full power of automation and artificial intelligence to make your Dynamics 365 migration secure, predictable, and cost-efficient.
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