Multi-agent analytics migration platform across BI ecosystems
- 2 mesesto deliver, was 6+
- 60+dashboards migrated
- 100/100on post-build verification
- 215+green tests
The problem
Migrating analytics assets across BI ecosystems is not about moving data: you have to interpret the source system’s structures, transformation logic, expressions, models and visualisations.
Doing it by hand does not scale and logic gets lost along the way.
The architecture
A phased multi-agent pipeline — discovery, source interpretation, logic translation, model generation, compatible output creation and final technical verification — with a custom parser for complex formats and deterministic post-build validation.
It covers over 60 dashboards and 15 visualisation types, backed by more than 215 green tests across the migration and validation blocks.
Impact
- From migrations of up to 6 months or more down to 2 months or less
- Over 60 dashboards and 15 visualisation types covered
- Real E2E validation: 2 pages, 24 faithful visuals, 100/100 score
- Translates analytics logic across ecosystems, not just data
Stack
- Multi-Agent
- Python
- Power BI
- Microsoft Fabric
- Custom Parser
- Deterministic Validation