The UNSPSC & NAICS Classification app by Greind is a smart, AI-powered tool built in Streamlit to help users quickly categorize procurement descriptions into standard industry codes. Whether you're cleaning ERP data, standardizing vendor inputs, or preparing for analytics, this tool makes classification fast, accurate, and scalable. Ideal for finance, procurement, and sustainability teams looking to bring structure to messy line-item data with minimal effort.

The Data Quality Test app by Greind is a streamlined Streamlit tool that validates your CSV files before upload. It checks structure, required fields, data types, and highlights common issues like missing values or duplicates. Ideal for ensuring clean, reliable data inputs into your pipelines — with instant feedback and actionable suggestions for improvement. Perfect for anyone handling customer-uploaded or operational data.