Model deployment migration

The operating task

Move existing serving workloads to a reviewed deployment architecture. Task quality, execution boundaries and the operating workload are considered together in deployment decisions.

Softinator's contribution

Move an existing serving workload into a reviewed target environment while preserving useful behaviour. The commissioned output includes migration plan and serving comparison.

Acceptance in use

Assess application compatibility, model artefacts and recovery around the deployment transition. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.