The product challenge
The problem behind the concept
Teams want faster access to internal knowledge without losing source traceability, permissions, or control over actions that affect another system.
APPSBIZ Product Lab / AI product concept
AI Knowledge Desk
A source-aware knowledge assistant for finding internal information, reviewing evidence, and approving AI-supported actions.
The design response
How the experience responds
The experience separates retrieved evidence, generated responses, and proposed actions so users can verify sources and stay in control before work is completed.
Tools and disciplines
AI UXRAGNext.jsWorkflow Design
What the concept demonstrates
01
Source-linked answer experience
02
Organized knowledge collections
03
Human review and approval states
04
Responsive assistant workspace
A useful first conversation starts with context.
Turn the product question into a clear next step.
Tell us what you are building, who it is for and where the uncertainty is today.