unspsc

AI-powered UNSPSC classification tool leveraging semantic search, vector embeddings, and large language models for enterprise-grade accuracy and performance.

Spend classification on 341K California purchase orders, where the model reports 97.6% confidence on lines it gets right 89.5% of the time. Temperature scaling closes that gap and turns confidence into a deployable automation threshold.

Chat bot UNSPSC

UNSPSC v26.0801 bilingue EN/FR — codeset complet + traductions françaises sourcées, en CSV, SQLite, JSON et Parquet

Monitors Florida state-agency solicitations on MyFloridaMarketPlace (ITB, RFP, ITN, awards) and delivers only new, amended, or status-changed records as clean, pay-per-event JSON.