OpenClaw Architecture: From Tool‑Orchestrated Agents to Perception‑Aware Autonomous Systems
Agentic AI systems are evolving from tool‑driven workflows into autonomous agents that can perceive, react, and operate in dynamic environments. This talk uses OpenClaw as a reference architecture to explore how agentic systems can move beyond single‑machine orchestration toward perception‑aware, production‑ready deployments.
We begin with OpenClaw’s core design—gateway‑based orchestration, tool execution, and local‑first workflows—and examine its limitations when scaling toward real‑time, autonomous behavior. From there, we introduce architectural patterns for integrating perception signals and environment feedback, enabling agents to reason and act in continuously changing contexts.
The session then covers key system challenges, including state management, observability, and coordination, along with practical approaches for scaling these systems across distributed environments. We conclude with concrete architectural principles for building robust, perception‑aware agentic systems that combine infrastructure rigor, extensible toolchains, and real‑world responsiveness.
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- Starts 26 March 2026 07:44 PM UTC
- Ends 15 April 2026 12:00 AM UTC
- No Admission Charge
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Speaker 1
Agentic AI Systems, OpenClaw Architectures, and Scalable AI Infrastructure
Chhavi Jain is a senior AI systems architect and technology leader with 20+ years of experience building large-scale AI and distributed systems across companies including Qualcomm, Intel, Nokia, and LPL Financial.
Her work focuses on designing and deploying production AI systems, including LLM inference platforms, RAG pipelines, and agentic architectures, with an emphasis on performance, scalability, and real-world deployment.
She has led high-impact initiatives in edge AI, autonomous systems, and AI infrastructure, including deploying perception models and optimizing large-scale AI workloads across heterogeneous compute platforms.
Chhavi serves as Vice Chair of the IEEE Signal Processing Society (San Diego) and is actively involved in mentoring startups and engineers on applied AI systems and architectures.
Address:United States