AI knowledge base assistant for SaaS

Context & problem

A SaaS support team had scattered documentation and inconsistent answers across agents.

What we built

We built an AI assistant with semantic search and controlled sources, plus feedback collection for continuous improvement.

Results

• More consistent and faster answers
• Fewer engineering escalations for common issues
• Improved documentation driven by real questions