Autonomous Agents Powered by RAG and GraphRAG
Autonomous Agents Powered by RAG and GraphRAG Deep Dive” is a comprehensive twoday workshop that equips senior developers, architects, and technology leaders with the frameworks, tools, and best practices needed to design and implement a futureready enterprise architecture. Focusing on the integration of RetrievalAugmented Generation (RAG), GraphRAG, generative AI models, vector/graph databases, and intelligent decisionmaking, the workshop helps participants understand how to leverage advanced AI capabilities for predictive insights, operational agility, and continuous innovation. By combining foundational EA principles with cutting edge AI driven strategies, attendees will leave prepared to navigate and shape the rapidly evolving technological landscape.
In an era where AI shapes both strategy and operations, organizations must evolve their enterprise architectures to remain competitive, agile, and innovative. This twoday immersive workshop delves into the next generation of enterprise architecture—Enterprise Architecture 4.0—where autonomous agents, RAGbased reasoning, and GraphRAGdriven knowledge retrieval redefine traditional blueprints. Participants will explore the seamless integration of generative AI models, vector and graph databases, and predictive analytics into standard EA frameworks, while addressing governance, compliance, and change management challenges.
DAY ONE lays the groundwork, connecting classical EA frameworks and digital business architectures with AIdriven methodologies. Attendees learn how to incorporate generative AI, predictive analytics, and assistive coding tools like Copilot GPT into their architecture roadmaps, ensuring data quality and ethical AI practices.
DAY TWO focuses on operationalization: participants discover how to implement cloudnative infrastructures, establish robust governance structures, and leverage RAG and GraphRAG pipelines for autonomous agents that deliver realtime intelligence, contextually aware responses, and scalable solutions.
By blending foundational theory with handson exercises, industry case studies, and forwardlooking roadmapping, the workshop provides actionable insights for professionals aiming to build AIinfused, futureproof architectures. Attendees emerge with the skills and confidence to lead their organizations through rapid technological shifts, unlocking new value streams and sustaining longterm strategic advantage.
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.