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Finance | Project Operations, Human Resources, ...
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Historical Data migration

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Posted on by 20

We are moving out from an on-premise Oracle EBS ERP into Dynamics D365 ERP.

In EBS ERP, we have several transactions in different modules. E.g. in Accounts Receivables, we have AR transactions like invoices, credit memos, debit memos etc. and their corrosponding lines. We also have payments (check payment, credit card payment, etc.) and the payment applications (to AR transactions). We have adjustments, write-offs etc. transactions as well. And then we have accounting entries (sub ledger accounting) for these transactionals at the subledger level (AR in this case) and then corrosponding GL accounting entries in GL module. 

We need to bring all these transactions into D365 for the last 3-5 years as per our business requirement and needs.

How can we achieve this? 

Please do not question this decision of why do we need 3-5 years transactions unless there are solid reasons (i.e. D365 is not capable or mature enough to bring such transactions.)

Thank you.

I have the same question (0)
  • Arunraj Rajasekar Profile Picture
    1,743 on at

    Hi Sha12,

    This may be done with DMF in D365. Both in the source and destination systems, you must learn about table structure. Additionally, you need to be aware of the order in which the data must be moved.

    Export the data to Excel, where it can be altered to match D365.

    learn.microsoft.com/.../data-entities-data-packages

  • Ramit Paul Profile Picture
    22,797 Most Valuable Professional on at

    It is quite hard to do this activity, because the table structure will be different than Oracle.

    Also, you can do the transactions migration, however I have fear how you will import revaluation, ledger settlement even if you import transactions.

    I think you need to discuss this in detail with your implementation partner, else it will be worst.

    Note- DMF only wont help you in this case.

  • Alireza Eshaghzadeh Profile Picture
    14,679 Super User 2025 Season 2 on at

    Hi Sha12,

    Like mentioned you can use Data management framework for import of data in D365FO.

    It would be great if you can start with migration activities that you can map D365FO entities that you need to use with Oracle ones. Then, you can map the fields and create a template files that can be used in your test migration rounds.

    This will help to find which standard entities can be applied in this process.

  • Sha12 Profile Picture
    20 on at

    Thank you all for your responses.

    Ramit mentioned about "It is quite hard to do this activity, because the table structure will be different than Oracle."

    I do not understand how different data structures between Oracle and D365 should be an issue.

    The reason I say this is - Basic entities such as AR Tranaction Document (Header entity that houses all different types of AR documents like an invoice, credit memo, debit memo etc. with EBS main AR table name ra_customer_trx_all) and its corrosponding line level entity should be abailble in D365. Same way another entity is customer payments table (EBS main AR table name AR_CASH_RECEIPTS_ALL) and I hope there is a similar entity in D365. So the point is we should  be able to map fields from source system to target system appropriately. When a target system has no such direct fields available, we may be able to use some reference fileds in main entities. So in  my mind, this should not be an issue as long as proper mapping can be done.

    Ramit also mentioned about "Also, you can do the transactions migration, however I have fear how you will import revaluation, ledger settlement even if you import transactions."

    The question I have is - Why would D365 not allow to import all transactions for an entity as is, instead of reevaluation or ledger settlement? (Although I am not quite sure  what reevaluation or ledger settlement terms mean). The ask is simple as these transactions already happened in a different system and we just need to bring them in. Ofcource, if they have references to some master entities then those need to exist in D365 and hopefully the validation during import will make sure that it is validated. I do not see why D365 need to "reevaluate" them again. For most mature ERPs this is a very common scenario and we have done this several times in EBS when we brought over transactions from other non-EBS systems. E.g. When we bring over an order, its lines, its discount/surchages, its corrosponding AR transactions including invoice, invoice lines, accounting distributions, payments, payment applications (to invoices) etc. all such transactional data should be brought over as-is without having to "reevaluate" or "recalculate" anything including GL accounting distributions.

    Of cource one would have to know all entities involved in a transaction flow and the order of entities to load to (so validations can be successful). But I suppose that should be documented by Micorsoft or known to people who are working in D365 area for some time.

    Alireza mentioned about "Data management framework " - I assume this type of data migration is possible in D365 using this feature. Can you please point me to some useful documentation or case study documents on this?

    Thank you all again for taking time to respond.

    Looking forward to hear more from these experts.

  • André Arnaud de Calavon Profile Picture
    301,025 Super User 2025 Season 2 on at

    Hi Sha12,

    I will provide my two cents here as well. Despite you mentioned you don't want to have a reply disputing the "why", some thoughts should be taken in to account about "why not". You haven't mentioned details about the requirements. I do hope you have taken all aspects into account.

    Why do I challenge you? There are multiple reasons.

    The Dynamics 365 gives you a certain database size. Additional capacity will be additional costs where Data Lake storage is cheaper. However, building the reports requires a certain effort. I don't know your number of transactions. That would determine what would be better in your situation.

    Data management framework is intended to work with master data, reference data and opening balances via journals. You mentioned about invoices and "their corresponding lines". What are these lines about? Do you need revenue on the level of ledger accounts only or do you need product details? Product details would require importing sales and purchase orders and manually post them or create a customization for it.

    You can import all historical GL, AP, AR and Fixed assets transactions into journals and post them to have the full history and database consistency. It would require validations if the conversion would be correct, but this option would not include settlements. That should be done manually or with a certain customization.

    Pointed out by Ramit. Revaluations. If you have unrealized AP or AR revaluations, with just moving over via journals, the details are not known on the AP and AR transactions, so settling the transaction might give wrong exchange rate difference calculations.

    To have all information correct and consistent, it would be almost like you would need to recreate all transactions as happened in the previous application. Even if you would move opening balances only, you might need to look after correct currency revaluations and status of various transactions. However, the manual work is less with just opening balances compared to all full history.

    I have been involved in many conversions. Once, the customer insisted to import all details like you mentioned above. They decided to import data into the transaction tables directly without journals or order entry. As I mentioned it would be too risky and error-prone, they put me aside for the data migration and asked developers to do it. As a result (luckily found during UAT before they went live):

    1) Audit trail was not working correctly

    2) Reconciliation reports did show wrong numbers

    3) Inventory costing was not working correct

    4) New asset depreciations did show incorrect numbers

    5) Registered vendor invoices could not be picked up for further processing

    6) Tax transactions had wrong amounts due to misunderstanding of the data model

    and more....

    After that, they did apologize and went for a new conversion having opening transactions only and kept the old environment for some historical inquiries.

    Moving back to your situation. When you mentioned you need 3-5 years of history, I wonder about the exact business requirement. If it is about reporting, then you can consider moving data to data lake or BYOD and combine data on e.g., Power BI reports.

    I'm aware, there might be indeed other business requirements to have detailed history. E.g., with maintenance on assets, you might need to inquire the full history of such asset.

    Even though you did not ask for this type of answer, I thought it is important to share my experiences and ensure you would not run in to a situation as I mentioned above.

    For the data management framework, there is documentation available from Microsoft. You can start on the landing page: Data management overview - Finance & Operations | Dynamics 365 | Microsoft Learn. This will not tell in detail which entities to use. Some entities are obvious about the purpose. Others are known to people with experience.

  • Sha12 Profile Picture
    20 on at

    Historical Data migration

    First of all many thanks to André Arnaud de Calavon and all other respondents for taking time to respond to this thread. I really appreciate this.

    André Arnaud de Calavon wrote that-

    I will provide my two cents here as well. Despite you mentioned you don't want to have a reply disputing the "why", some thoughts should be taken in to account about "why not". You haven't mentioned details about the requirements. I do hope you have taken all aspects into account.

    Sha12 Response:

    Our requirements is that our business activities require looking at the historical transactional data for many of our operations. E.g. We have a customer (master data) brought over into D365. They have an order of $200K (e.g.) and our AR dept need to take a look at their payment history to understand how they have paid to us over the last 5 years based on their order history and payments. Another example – From Payables side – We would like to see a history of existing historical purchase orders in order to determined if we would continue doing business with them or not. Our Purchase orders sometimes remain open for multiple months / years as the contract is a multi-year contract. In short, our business processes and operations need historical data. We would not want to ask our business users to change all of their processes / operations because D365 cannot provide them with the data an ERP system generally provides.

    Someone can argue that we should just get all data in BYOD or some datalake. That option would require our users to use reports for any historical data they need. It is really cumbersome to keep looking at reports in a different system from the main (ERP) system. We must try putting ourselves into the shoes of business users and how their day to day is going. I understand that it is “easy” to not import. But just because it is “easy” doesn’t mean it’s right for business users. Reports for reviewing transaction details is really not a good solution. Reports are good for listing and/or analytics, but it cannot produce the details in the manner regular D365 (or any ERP) can show in its native flow.

    Since reports is not a viable option, the other option may be to create D365 like screens either on PowerPlatform or somewhere else. This option would create “tremendous” work to re-produce every transaction details screen. Think of how many different types of transactions are – e.g. Sales order headers, sales order lines, discounts/surcharges on each line, details about why a particular discount was applied (or why not), details of packing slips, shipments, sales tax details etc. Then these lines are interfaces into Accounts Receivables (AR). AR has one or more invoice headers for a given order and each invoice headers has its corresponding invoice lines along with tax details, invoices lines have GL distributions (at the subledger level), invoice lines have revenue recognition schedules and details. Coming onto Invoice payments has customer payments, payment applications to invoices (full/partial), it may have adjustments, it may have write-offs. All these details are seamlessly available on native ERP screens. To “re-create” all of these from a different datasource ( datalake or BYOD) is a huge effort. And these are just 1-2 modules I described here. Similarly there can be many more like expense reimbursements data, purchasing data (requisitions, purchase orders, AP invoices, etc. and so on…)

    My question is – Why a “so called” modern ERP (D365) would not allow a customer to have the historical data as per their needs? Why it wants to change how customers should operate their business?  

    André Arnaud de Calavon wrote that-

    first of all would require really amazes me as t

    Why do I challenge you? There are multiple reasons.

    The Dynamics 365 gives you a certain database size. Additional capacity will be additional costs where Data Lake storage is cheaper. However, building the reports requires a certain effort. I don't know your number of transactions. That would determine what would be better in your situation.

    Sha12 Response:

    We will get the adequate size storage as per needs. This is not an issue.

    Data management framework is intended to work with master data, reference data and opening balances via journals. You mentioned about invoices and "their corresponding lines". What are these lines about? Do you need revenue on the level of ledger accounts only or do you need product details? Product details would require importing sales and purchase orders and manually post them or create a customization for it.

    Sha12 Response:

    These invoice lines are about what the customer is invoiced for. Think of it as a similar to sales order line, but only with quantity that is shipped/served. We would need revenue at the invoice line level. And thus it would come at the ledger level too based on transaction revenue accounting.

    André Arnaud de Calavon wrote that-

    You can import all historical GL, AP, AR and Fixed assets transactions into journals and post them to have the full history and database consistency. It would require validations if the conversion would be correct, but this option would not include settlements. That should be done manually or with a certain customization.

    Sha12 Response:

    Any data migration would require validation and conversion. This goes without saying. Why would settlements be not included? As I mentioned in my post, most ERPs would allow importing transactions (for end-to-end data flow with their appropriate data entities) from another ERP. These responses further cement my observation that D365 is a very light ERP system and could not do simple end-to-end data migration activities.

    André Arnaud de Calavon wrote that-

    Pointed out by Ramit. Revaluations. If you have unrealized AP or AR revaluations, with just moving over via journals, the details are not known on the AP and AR transactions, so settling the transaction might give wrong exchange rate difference calculations.

    To have all information correct and consistent, it would be almost like you would need to recreate all transactions as happened in the previous application. Even if you would move opening balances only, you might need to look after correct currency revaluations and status of various transactions. However, the manual work is less with just opening balances compared to all full history.

    Sha12 Response:

    Why do we need to “recreate”? D365 simply needs to import transactions along with their subledger accounting entries as they happened in the source system.

    André Arnaud de Calavon wrote that-

    I have been involved in many conversions. Once, the customer insisted to import all details like you mentioned above. They decided to import data into the transaction tables directly without journals or order entry. As I mentioned it would be too risky and error-prone, they put me aside for the data migration and asked developers to do it. As a result (luckily found during UAT before they went live):

    Sha12 Response:

    Why would this be risky if we import every entity for all of its touch points? We would like to load journal entries (I assume it meant subledger accounting entries and GL accounting entries) referencing to imported transactions.  There are no details as to “why” it would be risky if we do complete data load.

    Remember that complete dataload is going to be needed one way or the other. Think of a situation where a customer is going live with D365 in Jun-XXXX. If we only load “open” transactions in D365 and nothing for the first half that year, that means the entire finance audit process would be required to look at two systems. Think how much inconvenient it would be for business users. So efforts required to load multiple years of data is not a direct proportion of number of years of historical data. It may be some/little increamental efforts. WE have done several such transactions in Oracle EBS system and we say this based on experience. 

    I understand that a lot of “consulting” mentality is to treat ERP implementation as “a project” and then quickly move on to some other project. (Not directed at any individual.) But I would like all of us to think about business users and put ourselves into their shoes. ERPs are meant for easier operations of day-to-day activities. We have to do all we can to make lives easy for our business users. And we should be ready to do the “right things” and not just some “easy” stuff because it is “easy” to implement.

     

    1) Audit trail was not working correctly

    2) Reconciliation reports did show wrong numbers

    3) Inventory costing was not working correct

    4) New asset depreciations did show incorrect numbers

    5) Registered vendor invoices could not be picked up for further processing

    6) Tax transactions had wrong amounts due to misunderstanding of the data model

    and more....

    After that, they did apologize and went for a new conversion having opening transactions only and kept the old environment for some historical inquiries.

    Sha12 Response: -- Any conversion and data migration done in right way with validations applied and importing every necessary entity should not run into above situation. It can be multiple iterations, but migration itself is a iterative process. That's why we have mutltiple test enviroments before we get to the "Final" (Prod) environment where all thorought testing has been done, data tallied to make sure that data / numbers matche between the source and target system.

    Moving back to your situation. When you mentioned you need 3-5 years of history, I wonder about the exact business requirement. If it is about reporting, then you can consider moving data to data lake or BYOD and combine data on e.g., Power BI reports.

    As I mentioned, reporting is really not a solution to this ask. Reports do not give you all the details about all different transactions to provide a comprehensive view in the similar manner as how an ERP native screen does.

    I'm aware, there might be indeed other business requirements to have detailed history. E.g., with maintenance on assets, you might need to inquire the full history of such asset.

    Even though you did not ask for this type of answer, I thought it is important to share my experiences and ensure you would not run in to a situation as I mentioned above.

    For the data management framework, there is documentation available from Microsoft. You can start on the landing page: Data management overview - Finance & Operations | Dynamics 365 | Microsoft Learn. This will not tell in detail which entities to use. Some entities are obvious about the purpose. Others are known to people with experience.

  • NikolajSorensen Profile Picture
    1,792 on at

    Hi.

    I very much agree to André's observations and comments.

    We all understand that it is convenient for users to have all historical data in one system.

    While you interpret the fact, that such a migration to D365FO being strongly adviced against, as an indicator that the system is "light", is your own deduction.

    But I think that the majority of consultants working on migrations, will import opening balances, open orders etc. and leave transactional data in the old system or some other repository. I have never heard of an organization doing a full historical migration like you want. 

    Perhaps there are some out there who have done a full historical migration, but take into account that the people responding to you in this thread, probably have experience migrating many clients over time. 

    Maybe you should listen to the advice of experienced consultants, this is not about putting yourself in the shoes of an end user, this is about understanding the difficulty and magnitude of what you wish to do.

    Ask yourself why all other companies can accept a more "simple" migration approach and why that is the recommended route.

    With that said, I would really advice you to consult your implementation partner and get their advice on this. My expectation is that they will have similar reservations as mentioned by André. 

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