# Leading Data Reliability in the Age of AI - A Conversation with Lior Gavish, CEO & Co founder | EP65

Page: https://stenobird.com/podcast/ai-agents-podcast/leading-data-reliability-in-the-age-of-ai-a-conversation-with-lior-gavish-ceo-co-founder-ep65
Text version: https://stenobird.com/podcast/ai-agents-podcast/leading-data-reliability-in-the-age-of-ai-a-conversation-with-lior-gavish-ceo-co-founder-ep65.md
Podcast: [AI Agents Podcast](https://stenobird.com/podcast/ai-agents-podcast)
Published: 2025-08-08T13:27:00+00:00
Episode link: https://podcasters.spotify.com/pod/show/ai-agents-podcast/episodes/Leading-Data-Reliability-in-the-Age-of-AI---A-Conversation-with-Lior-Gavish--CEO--Co-founder--EP65-e36jpvl
Audio file: https://anchor.fm/s/fe2628e4/podcast/play/106603957/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-7-8%2F405326104-44100-2-70218842503ec.mp3
Processing state: failed
JSON: https://stenobird.com/v1/public/podcasts/ai-agents-podcast/episodes/leading-data-reliability-in-the-age-of-ai-a-conversation-with-lior-gavish-ceo-co-founder-ep65
Duration seconds: 3006

## Resource

How do data and AI teams ensure reliability in a rapidly evolving tech landscape? In this episode, Lior Gavish, CTO and Co-founder of Monte Carlo Data, joins the show to uncover the growing need for data observability and reliability in the era of artificial intelligence. Lior explains how Monte Carlo applies key DevOps principles to data pipelines and AI systems, helping teams identify and troubleshoot issues before they impact end users. We dive into how AI is reshaping entire workflows, from software development to customer support, and why organizations are shifting from experimentation to production-scale AI deployments. Lior shares insights on building in-house AI agents, making real-time troubleshooting up to 80% more efficient, and how his team is future-proofing data reliability as businesses lean into automated workflows at scale. Whether you're a data professional, engineer, or tech leader, this episode explores practical strategies to build more reliable AI-driven systems. ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⏰ TIMESTAMPS: 0:00 - The AI Adoption Challenge 1:15 - Meet Lior Gavish From Monte Carlo 3:20 - Building Reliable Data Systems 10:00 - Launching Observability Agents 18:20 - Scaling With AI Use Cases 26:00 - AI's Impact On Business Value 31:10 - Effective Agent Integration In Companies 38:40 - The Software Job Market And AI 45:00 - Vibe Coding And Low Code Tools 47:30 - Ensuring AI Reliability In Production ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 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/leading-data-reliability-in-the-age-of-ai-a-conversation-with-lior-gavish-ceo-co-founder-ep65/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/ai-agents-podcast/leading-data-reliability-in-the-age-of-ai-a-conversation-with-lior-gavish-ceo-co-founder-ep65.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.