Case study2025 · Commercial Consultant & Data Analyst
AI-Augmented Reporting Pipeline — Skinautica
Executive reporting automation with SQL + Python + Power BI, complemented with Generative AI for narrative and QA.
AIBIAutomation
01
Problem
Weekly and monthly reporting burned person-days on stitching data across sources, running ad-hoc queries and drafting conclusions leadership read in 5 minutes.
02
Solution
Claude orchestration layer that (1) consumes versioned SQL queries, (2) runs KPI and delta computation, (3) drafts executive narrative with citations to underlying cells, and (4) ships Power BI + memo in a single pass.
03
Impact
-60% analysis time in the reporting cycle. Better narrative consistency week over week. Time freed up for actual strategic analysis.
04
Metrics
-60%
Analysis time
14
Reports automated
4
Sources integrated