# Challenges and Opportunities in Enterprise AI Answer Agents with Yana Tornoe (Question Base) | EP97 Page: https://stenobird.com/podcast/ai-agents-podcast/challenges-and-opportunities-in-enterprise-ai-answer-agents-with-yana-tornoe-question-base-ep97 Text version: https://stenobird.com/podcast/ai-agents-podcast/challenges-and-opportunities-in-enterprise-ai-answer-agents-with-yana-tornoe-question-base-ep97.md Podcast: [AI Agents Podcast](https://stenobird.com/podcast/ai-agents-podcast) Published: 2025-11-07T20:30:00+00:00 Episode link: https://podcasters.spotify.com/pod/show/ai-agents-podcast/episodes/Challenges-and-Opportunities-in-Enterprise-AI-Answer-Agents-with-Yana-Tornoe-Question-Base--EP97-e3aleh4 Audio file: https://anchor.fm/s/fe2628e4/podcast/play/110852068/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-10-7%2F410813117-44100-2-0d4e4c55bb5a5.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/ai-agents-podcast/episodes/challenges-and-opportunities-in-enterprise-ai-answer-agents-with-yana-tornoe-question-base-ep97 Duration seconds: 3024 ## Resource In this episode of The AI Agents Podcast, Yana Tornoe, co-founder and COO of Question Base, joins us to explore how artificial intelligence is reshaping how organizations manage knowledge and drive student and employee success in the EdTech space. Yana shares insights from over a decade of building productivity tools, highlighting the challenges enterprises face in converting outdated communication and scattered documentation into verified, reliable answers through AI-powered knowledge systems. We dive into how Question Base integrates with platforms like Slack, Google Drive, and Notion to centralize and enhance knowledge sharing while maintaining accuracy and compliance, especially crucial in sectors like education, medtech, and fintech. Yana also discusses the evolving role of human oversight in AI workflows, emphasizing the need for AI agents to be managed just like any team member to ensure trustworthy and scalable results. ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⏰ TIMESTAMPS: 0:00 - Why AI Management Skills Matter 1:00 - Meet Yana Tornoe Of QuestionBase 2:25 - Building QuestionBase From Real Problems 6:50 - Integrating Slack, Notion And Company Tools 10:00 - Challenges With Enterprise AI Accuracy 14:00 - Industries Adopting AI Agents 22:00 - Impact Of LLM Improvement On Products 29:00 - Evolving UX In AI Knowledge Management 38:00 - Documenting Knowledge In An AI World 41:00 - AI’s Future Impact On The Job Market ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Sign up for free ➡️ https://www.jotform.com/ ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Follow us on: Twitter ➡️ https://x.com/aiagentspodcast Instagram ➡️ https://www.instagram.com/aiagentspodcast TikTok ➡️ https://www.tiktok.com/@aiagentspodcast ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/ai-agents-podcast/episodes/challenges-and-opportunities-in-enterprise-ai-answer-agents-with-yana-tornoe-question-base-ep97/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/ai-agents-podcast/challenges-and-opportunities-in-enterprise-ai-answer-agents-with-yana-tornoe-question-base-ep97.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.