Smarter partner matching and a more transparent AI ingest
This week we've overhauled how Qualy identifies partners during document ingestion, made the AI's learning process more transparent, and optimized image delivery for a faster portal experience.
- Tiered partner matching: Our new matching engine uses multiple layers of validation — from exact matches to AI-verified containment checks — to ensure documents are linked to the correct partner record even when spellings vary.
- Network-powered rules: When you import a partner for the first time, Qualy can now "inherit" verified rules already learned across the network, getting your automation up to speed instantly.
- Track the AI's learning progress: The new ingest scoreboard shows exactly how many documents and rules the system has learned, with clear milestones showing how many more clean examples are needed for a partner to reach "Learned" status.
- Faster portal and dashboard loading: We've optimized how user avatars and service logos are delivered, ensuring high-quality images are served at the exact size needed without slowing down your page loads.
- Expanded language support for AI: The AI-powered ingestion surfaces, including the hints panel and rules management, are now fully translated into Brazilian Portuguese, Spanish, French, and Italian.