Building with Agents: Inside Modern AI Orchestration⚡️Powered by AWS
Building with Agents: Inside the Emerging Patterns of Multi-Agent Orchestration
As AI systems evolve, single-model pipelines are giving way to multi-agent orchestration — where retrievers, planners, and executors work together to perform complex tasks autonomously.
This session, in collaboration with AWS, explores the emerging design patterns behind building such agentic workflows that are scalable, cost-efficient, and production-ready.
🧩 What We’ll Cover
Comparing different approaches to multi-agent orchestration — from RAG-driven agents to optimized fine-tuning.
Designing agentic systems that balance context transfer, compatibility, latency, and cost.
Key architectural considerations for building robust agentic workflows on modern cloud infrastructure.
Real-world examples of how teams are using AWS tools and frameworks to enable adaptive, modular AI systems.
💬 Interactive Q&A
The final 30 minutes will be open for discussion — a chance to ask Sudhanshu anything on building, deploying, or scaling your own agentic workflows.
Bring your questions, share what you’re building, and join a community shaping the next frontier of applied AI.
👤 Meet Sudhanshu Hate (AI Principal Architect, AWS)
With over 27 years in AI architecture and platform engineering, Sudhanshu leads AWS initiatives in Generative and Agentic AI — helping 100+ startups and enterprises design intelligent, multi-agent systems. His expertise spans RAG, prompt engineering, fine-tuning, and MLOps, making him one of the most practical voices in bringing agentic workflows to production.
🌎 About Together:
Together Fund is India’s only operator-led venture capital firm with presence across India and US. With over $200M in AUM, Together backs ambitious founders building global-first companies, with a strong focus on AI and deep tech.
Together’s portfolio comprises 35+ companies, including Emergent, Composio, Rapid Claims, Presentations AI, Spry Health, and Rocket to name a few.
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