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AIvocado Bytes
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Leader Series: AI Agents
Close Deals Faster: Building a Real-Estate AI Agent with Model Context Protocol (MCP) - Ep 09
In Episode 09 of the Leader Series: AI Agents, Anmol & Karan move from theory to practice— explaining how to build a production-ready real-estate AI agent that taps MCP to connect listings, valuations, and client data like it’s all on the same cable.🏗️ Blueprint for Scalable Architecture – Walk through a cloud-agnostic reference design and how MCP orchestrates multiple end points so you can scale effortlessly🔍 Context-Rich Search – See the agent blend MLS feeds, neighborhood comps, and school ratings into a single conversational answer—no tab-hopping required🛣️ User & Tech Flow, End-to-End – Follow a buyer from first search to property tour while we trace every interactio...
2025-05-04
10 min
Leader Series: AI Agents
You’re Not Building AI Agents Right Without This: Model Context Protocol (MCP) - Ep 08
In this episode of the Leader Series: AI Agents, Anmol and Karan break down a critical enabler of AI success at scale — Model Context Protocol (MCP).🚀 Learn why grassroots AI innovation is the future of enterprise AI,🛠️ Understand why integration is often the biggest blocker,⚙️ Discover how MCP acts like a USB-C for connecting AI agents with data and systemsWhether you’re a technical leader, product strategist, or business innovator, this episode is packed with insights into building scalable, secure AI agent ecosystems.🎧 Subscribe for more deep dives on how enterprises can unlock the full potential of Agentic AI.See other related e...
2025-05-03
15 min
Leader Series: AI Agents
AI Newbies, Start Here: 4 focus areas that matter in AI (Ep 07 - Leader Series: AI Agents)
Feeling overwhelmed by the endless flood of GenAI tools, trends, and tech? You’re not alone—and we’re here to cut through the noise. 🚀In this episode of our Leader Series on AI Agents, your hosts Karan Gupta & Anmol Malhotra break down the 4 most critical focus areas that every AI newbie company should prioritize to unlock real value from AI—without wasting time, money, or energy.👉 What you’ll learn: • How to build AI-powered consumer products (with examples for real estate, fitness, and more) • What foundational capabilities matter most (and what you can skip) • How to drive AI innovation from the gr...
2025-04-14
28 min
Leader Series: AI Agents
E06 - Implement insurance policy lookup using AI Agents
Discover how to build AI agents from the ground up! In this podcast, we break down the essential capabilities—Data, Controls, Security, and Responsible AI—required to implement AI agents at the grassroots level. Using a practical insurance policy lookup use case, we demonstrate how to seamlessly integrate these components into a robust, secure, and ethical solution.Learn how to:• Efficiently ingest and prepare data for accurate policy retrieval• Establish strong access controls and monitoring for reliability• Implement critical security measures to protect sensitive information• Adhere to ethical guid...
2025-03-15
20 min
Leader Series: AI Agents
E05: Igniting AI agents at Grassroots: Use cases and capabilities needed
Are you eager to enable your enterprise to transform everyday tasks using AI Agents but unsure where to start?In this episode, we explore four AI agent archetypes—Focused Task, Process, Partner, and Orchestrator—and show how each can be applied at the grassroots level. From personal productivity hacks to domain-specific workflows in insurance, finance, tech, and healthcare, you’ll discover quick-win use cases that can ignite your organization’s AI journey. We also outline the key capabilities needed to move from a low to a medium maturity level, covering data, security, controls, and more...
2025-02-25
26 min
Leader Series: AI Agents
E04: AI Agent innovation needed at all levels
Ever wondered why some AI projects thrive in a single department while others transform entire organizations? Join us to explore the four levels of AI innovation—Individual, Departmental, Business Unit, and Enterprise—and learn how three maturity stages (Low, Medium, High) shape each. Discover where most companies stand today, and get a sneak peek at moving from small pilots to robust, enterprise-ready AI solutions. Perfect for AI leaders and enthusiasts aiming to scale success across their organization!
2025-02-18
27 min
Leader Series: AI Agents
E03: Capabilities needed for AI Agents
In this episode, discover the six must-have capability pillars—Data, Technology, Process, Security, Controls, and Responsible AI—every leader needs to build powerful, enterprise-ready AI agents.From grassroots experiments to full-scale adoption, learn how to secure stakeholder support, drive ROI, and future-proof your AI journey. Whether you’re a startup enthusiast or a seasoned CIO, this quick dive has the insights you need!
2025-02-12
24 min
Leader Series: AI Agents
E02: Types of AI Agents
We’re tackling a crucial question: What kind of AI agent does your business actually need?From simple, single-goal “Taskers” to powerful “Orchestrators” that juggle entire workflows, we’ll explore the four main types of agents—how they work, where they shine, and the value they bring.If you’re ready to move beyond basic chatbots and leverage AI thatdoes real work—from automating finance processes to collaborating on sales calls—stick around.By the end of this episode, you’ll have a clear roadmap for picking the right AI agent to solve the right problem at t...
2025-02-08
22 min
Leader Series: AI Agents
E01: What are AI Agents?
Get ready to discover how AI is evolving from basic chatbots into powerful, autonomous “digital colleagues.” In our debut episode, we’ll tackle the big questions: What exactly is an AI agent, and how does it differ from other AI technologies? and Why should a CIO care if they already have chatbots and automation in place?We’ll dive into the business value—like boosting efficiency, supercharging innovation, and outpacing the competition—and explore real-world examples of agents at work in customer service, marketing, and beyond. Plus, you’ll learn how these next-gen systems sense...
2025-02-03
17 min