Generative AI, large language models (LLMs), and predictive systems are transforming how products are designed, developed, and delivered. Across industries, product managers and AI strategists are being asked to lead. That means more than plugging in APIs or chasing the latest trends. It means building AI-powered products that deliver real value.
At the heart of this shift is one core idea: strategy is everything. Whether you’re defining your AI product roadmap, experimenting with LLM integration, or aligning AI capabilities with business outcomes, your approach will determine your impact. In today’s environment, building AI products without a clear, strategic lens is a missed opportunity.
Successful AI product teams are no longer asking whether to adopt AI. Now, they’re asking where and how it will actually make a difference. They’re focused on value creation instead of novelty. That means identifying which parts of the user experience AI can meaningfully improve, prioritizing AI features that solve real problems, and distinguishing viable use cases for generative AI from hype-fueled distractions. These are the kinds of conversations that happen at live AI product strategy events like AGENTIC and Voice & AI, taking place this October 27–29 in Arlington, Virginia. These gatherings bring strategy and execution together, through workshops, panels, and hands-on sessions that explore what’s possible and what’s actually working.
You’ll hear how teams are embedding LLMs into existing products, aligning engineering, UX, and data science for faster iteration, and evaluating their AI tech stacks for long-term scalability. These are battle-tested approaches used by teams already shipping AI-powered features that move the needle on key metrics like user retention, personalization, and customer satisfaction.
A key insight shared across these sessions: LLMs are not a standalone feature. They’re a capability that needs to be designed for. Choosing the right model involves trade-offs between latency, accuracy, and cost. Implementing them successfully requires thoughtful prompt engineering, retrieval strategies, fallback logic, and user interface patterns that make the technology intuitive, transparent, and safe. These are complex challenges, and you can’t solve them by reading API docs alone. You need real-world playbooks, shared by teams who’ve done it before.
Another major focus is prioritization. AI features can be exciting to imagine, but they often add complexity without clear value. Speakers at AGENTIC will offer frameworks for identifying what’s worth building, like features that align with user needs, demonstrate ROI, and are technically feasible within your current infrastructure. Teams share how they score AI opportunities, test concepts with rapid prototypes, and avoid the common trap of chasing flashy use cases that never get adopted.
The best AI product managers in 2025 will be making smart calls on stack architecture, open vs. closed models, fine-tuning vs. prompt engineering, and how to experiment safely with new capabilities. Sessions at AGENTIC will cover everything from how to structure an AI experimentation pipeline, to how to evaluate middleware and infrastructure options for retrieval-augmented generation (RAG), to how to build the foundation for scale before your product takes off.
Just as importantly, these conversations aren’t happening in silos. At AGENTIC and Voice & AI, you’ll find UX designers, ML engineers, data scientists, policy experts, and product leaders working together to solve real problems. That cross-functional collaboration is essential because the success of an AI product hinges on aligning technical innovation with business strategy and user experience.
Build Smarter. Join Us at AGENTIC.
AI product development is evolving fast. The opportunity is massive, but only for teams that can execute with clarity, speed, and strategic focus. Whether you’re launching your first generative AI feature or managing an enterprise-scale roadmap, AGENTIC and Voice & AI will equip you with the tools, insights, and community to build products that actually work.
Join us October 27–29th in Arlington, Virginia, and connect with hundreds of other product leaders, engineers, founders, and AI strategists. You’ll walk away with real frameworks, hands-on experience with the latest AI platforms, and new connections that will help you stay ahead of the curve.
Secure your spot today and start building AI-powered products that deliver. Learn more and register at gotoagentic.ai.