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Agentic Coding in a Real-Life Data Platform Migration - dataMinds

Agentic Coding in a Real-Life Data Platform Migration

Session:
Migrating from an on-premises data platform to a modern cloud architecture can quickly become overwhelming. Legacy SQL logic, inconsistent naming, undocumented transformations, and multiple stakeholders make migrations complex and time-consuming.

In this session, we’ll share how we used coding agents to accelerate and structure a full migration from on-prem SQL Server to a cloud-based Fabric platform. By combining structured markdown context files with AI agents, we documented legacy logic, compared old and new SQL transformations, generated dbt tests, and enforced naming and modelling standards across the team.

What began as a lightweight experiment became a practical collaboration layer in the migration — helping us align on logic faster, reduce manual review work, and work in parallel without losing consistency.

Speakers:
Elisabeth Falck | Data Science & BI Consultant at Inspari
Kenneth McDonald Kelly | Senior Consultant & People Lead at Inspari

Agenda (CET, UTC+1):

18u30 Welcome and introductions

18u30 Agentic Coding in a Real-Life Dat Platform Migration (60 minutes)

19u45 Session End