From Agents to Enterprises: The Architecture of Intelligent Systems
AI copilots are evolving into autonomous agents that plan, decide, and act across services—reshaping how enterprises design and govern software.
This talk explains how to architect systems that can think and collaborate safely inside corporate boundaries.
You’ll learn the Agentic Architecture Blueprint: orchestrators and planners built with frameworks like LangGraph or MCP; Data Cloud + GraphRAG for verifiable grounding; and the control layers—policy engines, evaluations, and observability—that make these agents trustworthy.
We’ll connect these technical patterns to emerging governance models (ISO/IEC 42001, NIST AI RMF) and security standards (OWASP LLM Top-10) so you can move from isolated copilots to governed, explainable, multi-agent platforms.
Expect real patterns, live demos, and a clear roadmap for transforming AI from “assistants” into intelligent enterprise systems.
Agenda
The Shift: From copilots to autonomous, agentic systems
Agentic Architecture Blueprint: Orchestrators, planners, evaluators, governors
Data Grounding: Integrating GraphRAG and Data Cloud for factual retrieval
Governance & Security: Aligning with ISO/IEC 42001, NIST AI RMF, and OWASP LLM controls
Observability & Metrics: Tracking accuracy, drift, and reliability
Roadmap: From copilots → multi-agent platforms → intelligent enterprises
Key Takeaways
Blueprint for agentic enterprise systems—planner, executor, evaluator, governor patterns
How to integrate GraphRAG + Data Cloud for contextual accuracy and provenance
Trust & governance architecture aligned with ISO/IEC 42001 + NIST AI RMF
Metrics and practices for AI observability, evaluation, and reliability
Roadmap to evolve from copilots → agentic systems → intelligent enterprises
Target Audience
Architects, Senior Developers, AI platform leads, engineering managers, and system designers building large-scale, governed AI platforms.
About Rohit Bhardwaj
Rohit Bhardwaj is a Director of Architecture working at Salesforce. Rohit has extensive experience architecting multi-tenant cloud-native solutions in Resilient Microservices Service-Oriented architectures using AWS Stack. In addition, Rohit has a proven ability in designing solutions and executing and delivering transformational programs that reduce costs and increase efficiencies.
As a trusted advisor, leader, and collaborator, Rohit applies problem resolution, analytical, and operational skills to all initiatives and develops strategic requirements and solution analysis through all stages of the project life cycle and product readiness to execution.
Rohit excels in designing scalable cloud microservice architectures using Spring Boot and Netflix OSS technologies using AWS and Google clouds. As a Security Ninja, Rohit looks for ways to resolve application security vulnerabilities using ethical hacking and threat modeling. Rohit is excited about architecting cloud technologies using Dockers, REDIS, NGINX, RightScale, RabbitMQ, Apigee, Azul Zing, Actuate BIRT reporting, Chef, Splunk, Rest-Assured, SoapUI, Dynatrace, and EnterpriseDB. In addition, Rohit has developed lambda architecture solutions using Apache Spark, Cassandra, and Camel for real-time analytics and integration projects.
Rohit has done MBA from Babson College in Corporate Entrepreneurship, Masters in Computer Science from Boston University and Harvard University. Rohit is a regular speaker at No Fluff Just Stuff, UberConf, RichWeb, GIDS, and other international conferences.
Rohit loves to connect on http://www.productivecloudinnovation.com.
http://linkedin.com/in/rohit-bhardwaj-cloud or using Twitter at rbhardwaj1.