Session

Beyond Chatbots: Envisioning and Building Embedded Generative AI for Tomorrow's Software

In the rapidly evolving landscape of Generative AI (GenAI), the spotlight often shines brightest on chatbots. However, the potential applications of GenAI stretch far beyond the conversational interfaces we've grown accustomed to. This talk delves into the transformative realm of embedding GenAI within software applications, offering a roadmap for innovation beyond the chatbot horizon.

Key Takeaways:

1. Embedded Software vs. Just Chatbots: Understand the distinction between narrowly focused chatbots and the broader spectrum of embedded GenAI software. We'll explore how embedded GenAI can enhance user experiences, optimize operations, and unlock new capabilities within a diverse range of applications, from healthcare diagnostics to personalized education and beyond.

2. Planning GenAI Features/Products: Transitioning from ideation to implementation requires a strategic approach. This segment offers insights into identifying opportunities for GenAI integration, assessing feasibility, and envisioning GenAI features that align with user needs and business objectives. Learn how to craft a roadmap that not only considers the technological landscape but also anticipates future trends and challenges.

3. Building Your Agents/Agents Workflow: Central to embedding GenAI into software is the creation of intelligent agents capable of autonomously performing tasks, learning from interactions, and improving over time. We'll discuss methodologies for designing these agents, including the development of their workflows, decision-making processes, and the mechanisms by which they evolve through machine learning and user feedback.

4. Integrating GenAI into Existing Products: This section will cover practical strategies for seamless integration, focusing on compatibility, scalability, and maintaining the integrity of user data.

5. Use Cases and Examples: To illustrate the concepts discussed, we will showcase a variety of real-world applications of embedded GenAI across different industries.

Aman Sharma

Cofounder Lamatic.ai, AI Community Builder and Researcher

Miami, Florida, United States

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