Case Study · Head of AI-Powered Operations

Replace a 10-minute manual analysis with a 60-second pipeline.

SourceClub's founder spends 5–7 hours a month matching prospect purchase histories against the catalog. This app does it in under a minute — auto-detect supplier format, normalize pack sizes, four-pass match (SKU → fuzzy → AI judge), route low-confidence items to a one-click review queue, and export a branded report.

Platform-Agnostic by Design

$450K in stacked startup credits

Same code runs on GCP and AWS. Apply to both programs on Day 1.

GCP AI Track
$350,000
AWS Activate
$100,000
Total
$450,000

Case study deliverables