KNOWLEDGE AT YOUR FINGERTIPS
An AI Assistant that learns and improves over time.
Challenge
As a consumer brand expanded into a new category, critical know-how lived with a few leaders. The broader team lacked fast answers on specs, availability, and direction, creating onboarding friction and decision risk. Building a full category org felt premature, but velocity depended on accessible, accurate knowledge.
Solution
We interviewed subject-matter leaders, transformed transcripts into a searchable knowledge base, and deployed a Slack copilot that answers questions in brand voice. The assistant blends curated expertise with live queries to the product information system, logs low-confidence gaps for follow-up, and encourages usage via privacy-aware prompts and simple feedback.
Results
The company avoided ≥ 3 FTE in category staffing while unlocking instant product Q&A for onboarding, service, and internal ops. Time-to-answer dropped from ad-hoc back-and-forth to seconds, and the corpus compounds as unanswered questions are closed—turning tacit knowledge into a durable, self-improving asset.




