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The latest release combines mapping, transformation, testing and reconciliation, powered by �鶹��ýӳ��’s own specialised AI model running within the client’s infrastructure.

Creating a mapping is only the beginning of a data migration. Running trials against real data, resolving issues and reconciling the results account for much of the work that follows.

The latest release of �鶹��ýӳ��™ Migrate connects these activities into one governed process, reducing manual hand-offs between stages.‍

From connection to reconciled results‍

Earlier versions operated as a guided wizard, with people moving work between individual stages. The agent now carries the workflow forward:

• Connect and stage: Create a secure working copy within the client’s environment, leaving the live source system untouched.
• Map and transform: Develop mappings and transformations, recording the reason for each decision.
• Test and refine: Trial-run transformations against staged data, identify issues, make corrections and run again.
• Reconcile: Check each run against defined controls, with lineage back to the source record.

The findings feed into subsequent runs until the migration is ready for review. Named owners verify the evidence and sign off at every gate. Nothing loads without their approval.‍

A specialised model that keeps data within your estate‍

�鶹��ýӳ��’s own small language model starts from an open-source foundation and has been fine-tuned and reinforcement-trained specifically for migration tasks.

It runs on a GPU server or appliance in the client’s data centre. The deployment is air-gapped, with no outbound calls to third-party AI services, allowing the agent to work with real staged data inside the client’s perimeter.

The model and agent have been developed together. Migration specialists contribute complex scenarios from real migrations; machine learning researchers use them to train the model; and engineers refine the agent around its behaviour.‍

Built for regulated enterprises‍

The platform supports role-based access control for people and agents, full audit trails, version history and rollback at every layer. Its multi-tenant architecture provides segregation between clients.

Source and target agnostic, �鶹��ýӳ��™ Migrate supports the full migration lifecycle, including phased offloads, dress rehearsals and live migration.‍

Explore the new microsite‍

The new �鶹��ýӳ��™ Migrate microsite brings together the platform’s capabilities, use cases and security controls.

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