Agent Sense | Agentic Workflows & Operational AI
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Latest episodes
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The Missing Path From AI Agents to ROI
October 20, 2026 · 12 minYour AI agent works, but can you prove its business value? As enterprises invest in Agentic AI, AI automation, and autonomous AIagents, many struggle to demonstrate measurable ROI. The challenges oftenbegin before development, with unclear…
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𝐀𝐠𝐞𝐧𝐭 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞: 𝐁𝐞𝐲𝐨𝐧𝐝 𝐀𝐜𝐜𝐮𝐫𝐚𝐜𝐲
September 20, 2026 · 7 min𝐀𝐠𝐞𝐧𝐭 𝐒𝐞𝐧𝐬𝐞 𝐢𝐬 𝐚 𝐬𝐡𝐨𝐫𝐭 𝐩𝐨𝐝𝐜𝐚𝐬𝐭 𝐨𝐧 𝐦𝐚𝐤𝐢𝐧𝐠 𝐀𝐈 𝐬𝐢𝐦𝐩𝐥𝐞, 𝐩𝐫𝐚𝐜𝐭𝐢𝐜𝐚𝐥, 𝐚𝐧𝐝 𝐠𝐫𝐨𝐮𝐧𝐝𝐞𝐝 An AI agent can be 95% accurate and still fail thebusiness. It can give the right answer and still…
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Agent Memory is More than RAG
August 23, 2026 · 15 minSeason 2, Episode 1 - Agent Memory Is More Than RAG AI agents can access huge amounts of enterprise data, yet they often forget the context that matters. In this episode of Agent Sense, Monika Aggarwal and Frank Chavez talk with Ran…
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The Ambient Agent Pattern: AI That Works While You Sleep
August 12, 2026 · 5 minMost AI agents wait for a person to open a chat and give them a prompt. Ambient agents work differently. They listen for events across enterprise systems and start working when something changes. In this episode of Agent Sense, Monika…
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Episode 9: Beyond Meeting Summaries: From Conversation to Action
August 2, 2026 · 11 minAI can summarize a meeting. Enterprise work starts after the summary. In this episode, Monika Aggarwal speaks with Artem Koren, co-founder and Chief Product Officer of Sembly AI, about how meeting context can move beyond notes and trigger…
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𝑮𝒐𝒗𝒆𝒓𝒏𝒆𝒅 𝑪𝒂𝒕𝒂𝒍𝒐𝒈 𝒐𝒇 𝑨𝒈𝒆𝒏𝒕𝒊𝒄 𝑨𝑰 𝑨𝒔𝒔𝒆𝒕𝒔
July 17, 2026 · 9 minAgent Sense — Episode 8: Governed Catalog of AI Assets Enterprise AI agents does not fail from lack of ideas. They fail from agent sprawl: duplicate builds, unclear ownership, no way to know what is safe to reuse. Jyotsna Narayanan…
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𝑻𝒉𝒆 𝑬𝒗𝒐𝒍𝒖𝒕𝒊𝒐𝒏 𝒐𝒇 𝑨𝒈𝒆𝒏𝒕𝒔 𝑭𝒓𝒐𝒎 𝑪𝒉𝒂𝒕 𝒕𝒐 𝑪𝒐𝒎𝒑𝒖𝒕𝒆𝒓 𝑼𝒔
June 21, 2026 · 10 minThe episode is about hashtag#9minutes long. In this episode, my co host Frank Chávez and I are joined by Vitalii Duk from Dynamiq to discuss how agents are moving from answering questions to doing work across tools, systems, and runtime…
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MCP Gateway: The Control Layer for Enterprise Agents
May 4, 2026 · 4 minEpisode 6 of Agent Sense continues from Episode 5, where we talked about MCP, A2A, and enterprise integration. In this episode, Monika Aggarwal and Frank Chávez discuss why enterprise agents need governed access to core systems before they…
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Integration Will Decide Enterprise AI with MCP and Agent-to-Agent
March 25, 2026 · 5 minTheme: As AI systems evolve from single models into networks of autonomous agents, integration is the primary bottleneck. Core Integration Challenges: Fragmented Tool Access Context Loss Across Agents Tight Coupling & Low Reusability Lack…
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Autonomous Databases, Where Autonomy Helps and Where It Hurts
February 23, 2026 · 5 minTheme: Do autonomous databases fix bad data, or do they mainly improve operational reliability? Why are organizations moving toward autonomous operations? In episode 3, we talked about an IT service agent that created operational noise…
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Why IT Service Agents Fail in Production, A Data Readiness Problem
February 9, 2026 · 3 minTheme: Foundations & Data Readiness. Why do agents go rogue when the information source is weak? This is episode three: Why IT Service Agents Fail in Production, A Data Readiness Problem. Most enterprise agentic failures are not related to…
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Rules, Agents, Humans - A Practical Model for Agentic Workflows
January 10, 2026 · 3 minThis episode explores the line between deterministic business logic and autonomous agents in real business operations, using a Commercial and Investment Banking onboarding scenario to show where rules work, where agents help, and where…

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