AI Agents Podcast Challenges and Opportunities in Enterprise AI Answer Agents with Yana Tornoe (Question Base) | EP97
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Nov 7, 2025 Yana Tornoe, co-founder and COO of Question Base, discusses the transformative role of AI in education and enterprise knowledge management. With over a decade of experience, she emphasizes the importance of integrating tools like Slack and Google Drive to centralize information while maintaining accuracy. Yana highlights the need for human oversight in AI processes to ensure reliability and adaptability. She also shares insights on evolving workplace dynamics as AI continues to reshape job roles and industries, making it essential to rethink traditional knowledge management.
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Conversational Data Is Untapped Knowledge
- Conversational data (Slack, chat) holds tacit organizational knowledge that often never becomes usable documentation.
- AI can surface that hidden knowledge and connect it back to people more effectively than manual processes.
Guardrail AI Before Employee Use
- Implement guardrails and verification layers before exposing AI answers to employees.
- Assign humans to verify AI-generated FAQs and restrict which sources an agent can use per channel.
Docs Quality Often Misaligns With Questions
- Companies overestimate the quality of their historical documents and expect instant high automation.
- Real automation rates drop when documentation doesn't match practical, current questions.