Fabric Migration Readiness Lab

Suggested product

Fabric Migration Readiness Lab

A software-led assessment and benchmarking product that scans an existing Synapse estate (pipelines, SQL pools, Spark jobs, dataflows, security model) and produces a Fabric-fit score, risk register, migration plan, and workload-specific benchmarks. It runs standardized transformation benchmarks and cost/perf simulations on representative workloads to quantify likely regressions before committing to Fabric.

Target customer

Data Engineering Manager / Analytics Engineering Lead at mid-market to large enterprises on Azure who are being asked to migrate from Synapse to Microsoft Fabric with limited internal capacity to do thorough evaluation.

Problem-solution fit

Teams are being pressured to adopt Fabric without a rigorous, workload-specific validation process, risking downtime, performance issues, and rework for heavy transformations. This product makes the decision and plan evidence-based by automatically inventorying the current platform, mapping features to Fabric equivalents/gaps, and running reproducible performance and cost benchmarks so leadership can choose Fabric vs Databricks (or a hybrid) with quantified tradeoffs.

Keywords

• Microsoft Fabric
• Synapse migration
• lakehouse
• data engineering
• workload benchmarking
• migration readiness