Deloitte Migration Accelerator

At a glance
Deloitte provides industry-leading audit and assurance, tax and legal, consulting, financial advisory and risk advisory services. Our banking practice serves banks and other financial institutions around the world. Deloitte is a leader in helping banks with digital business transformation blending global reach with strong expertise in specific technologies like Thought Machine Vault.
Solution category
Project Accelerator
Built by

The problem

The transition of core banking systems is often challenging for banks. At Deloitte, we believe it requires a dedicated approach, as standard data migration solutions are rare. Banks work with large volumes of disparate data on a daily basis.  After years of expanding infrastructure, extending offers and growing by acquisition, data are often distributed in multiple legacy systems with missing documentation and technical knowledge. Each system stores data in a disparate manner. Often there is no mechanism in place allowing the identification of duplicated information.

Modern systems do not rely on relational databases anymore. Instead, data are stored as objects or even as states. Migrating directly through a database interface is no longer a valid option. Dedicated APIs for migration messages must be used as the data must undergo a system validation process that verifies internal dependencies and data quality, often with the same scrutiny as regular user input.

Today, time-sensitive projects require a fast migration process alongside functional implementation. This approach increases the complexity of the migration development and testing, which cannot wait for the completion of all functional solutions. Migration and functional design teams must tightly cooperate and maintain a constant feedback loop to ensure that the system design includes data migration related challenges. Early execution of migration runs is essential to validate the current solutions with real data and minimise the impact of migration on functional system design, which may be a substantial hidden cost item if detected later during the project.

Common ETL (extract, transform, load) tools are often insufficient to address these challenges and ensure successful migration according to the project plan.

The solution

Deloitte Migration Accelerator was built based on our extensive experience in core banking migration projects and used during multiple migrations. Core design principles allow our clients to smoothly transition to new systems. We have focused on the successful execution of migration runs despite imperfect conditions in early project stages when most functional solutions are not yet fully ready and require the flexibility of the migration process adjustment. Owing to our migration accelerator, even first migration runs will be finalised within the schedule, and the migrated data will exist in the target system. Bank’s personnel will be able to start validating the migration and learn the use of the new system and its functional solutions right after the first migration run. Any changes being part of the provided development services can be requested at early project stages when the cost of their implementation is still low. Using Deloitte Migration Accelerator not only minimises costs and reduces time but also helps with the functional transition.

Watch the video below to learn more.

Thought Machine Deloitte Lockup
Deloitte Migration Accelerator is a highly flexible tool ready to migrate data to Vault Core
Benefits to banks

Deloitte Migration Accelerator offers banks many benefits. It is:

  • Easy to use - it allows data conversion without coding
  • Cost-effective - there is no licensing involved
  • Transparent in terms of purchase, cost of deployment, cost of service maintenance, acquiring the related knowledge
  • Developed with advisory input from Thought Machine, which brings additional benefits, such as no need to customise
  • Tried and tested with a considerable number of Deloitte clients

See a simplified architecture of Deloitte Migration Accelerator:

Simplified architecture of Deloitte Migration Accelerator
How the solution works

Deloitte Migration Accelerator is much more than just an ETL tool. It’s a highly flexible and proven migration engine dedicated to supporting core banking system migration projects.

Key differentiations of Deloitte’s tool are:

  • Data transformation and reconciliation rules are described using XML parameterisation templates. They do not require compilation and deployment. Transformation rules may be modified within minutes and reloaded to Deloitte Migration Accelerator (DMA), the same as migration fixes and workarounds.
  • Business and technical mapping products are stored in dictionaries, which are easily understandable for businesspeople. Invalid or missing values will trigger warnings that allow the modification of dictionaries during migration testing.
  • Generators create unique target system identifiers and remember their linkage to legacy records. Each repetition of data transformation will assign the same target identifiers if required. It also allows updating the existing data if required, as the tool “knows” how the legacy IDs are translated to IDs in the new system.
  • Using the ID generation mechanism available in Deloitte Migration Accelerator prevents the serialisation of the target system processing, which often impacts data load performance.
  • Dependency rules can be implemented as part of load processing. The Migration Accelerator can automatically track the order of loading messages. If one message in a sequence fails, following messages relating to the same object will not be sent to avoid generating unnecessary issues. For example, an account belonging to a customer will not be opened if a customer creation has failed or posting to an account will not take place if the account is not opened.
  • Reload and retry functionality allows reverting failed migration objects back to the transformation stage, where they can be retransformed with new rules or mapping processes if required. There is no need to retransform full sets of data; instead, all or selected rejected messages can be retried.
  • Before starting the full migration, sampling can be executed. Deloitte Migration Accelerator operators can choose a set of smaller migration batches at random or applying other criteria, and try to transform and load them. This is especially useful when checking whether known issues from previous migration executions have already been resolved. If not, a known fix or workaround can be quickly applied.
  • Data load mechanisms are implemented as plugins outside of the transformation engine. Such an approach allows efficient integration of new target systems without affecting functionalities that have been already provided.

Find out more about our partnership with Deloitte and their Global Thought Machine Centre of Excellence here.

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