--- title: Blog | Optimum Data Analytics | Mrudula Saradar description: "Engineering-first deep dives on LLMs, RAG pipelines, MLOps, and agentic AI from Optimum Data Analytics' team, with real implementations and code, not just theory.\n\nPractical AI engineering from ODA: LLM fine-tuning, agentic workflows, and production deployment patterns built and battle-tested by our own team.\n\nEvent-driven agents, small language models, and real-time AI systems architecture breakdowns and lessons from ODA's own deployments." image: https://blog.optimumdataanalytics.com/hubfs/AI-Generated%20Media/Images/static.hsappstatic.netFileManagerImagesstatic-1.29523imagesexplore-imagescloud-boy.jpeg --- [Skip to main content](https://blog.optimumdataanalytics.com/author/mrudula-sardar#main) [![Optimum-Data-Analytics-1-e1749546723829](https://blog.optimumdataanalytics.com/hs-fs/hubfs/Optimum-Data-Analytics-1-e1749546723829.png?width=212&height=58&name=Optimum-Data-Analytics-1-e1749546723829.png) ![Optimum-Data-Analytics-1-e1749546723829](https://blog.optimumdataanalytics.com/hs-fs/hubfs/Optimum-Data-Analytics-1-e1749546723829.png?width=212&height=58&name=Optimum-Data-Analytics-1-e1749546723829.png)](https://optimumdataanalytics.com) - [Home](https://optimumdataanalytics.com) - [About](https://optimumdataanalytics.com/about/) - [Show submenu for Offerings Offerings](https://optimumdataanalytics.com/offerings/) - [Generative AI](https://optimumdataanalytics.com/generative-ai/) - [Agentic AI](https://optimumdataanalytics.com/agentic-ai/) - [AI/ML Solutions](https://optimumdataanalytics.com/ai-ml-solutions/) - [Data Engineering](https://optimumdataanalytics.com/data-engineering/) - [Computer Vision](https://optimumdataanalytics.com/computer-vision/) - [Show submenu for Industries Industries](https://optimumdataanalytics.com/industries/) - [Healthcare](https://optimumdataanalytics.com/healthcare/) - [Supply Chain](https://optimumdataanalytics.com/supply-chain/) - [Agriculture](https://optimumdataanalytics.com/agriculture/) - [Finance](https://optimumdataanalytics.com/finance/) - [CSR Activities](https://optimumdataanalytics.com/csr-activity/) - [Blogs](https://blog.optimumdataanalytics.com) - [Careers](https://optimumdataanalytics.com/careers/) - [Contact](https://optimumdataanalytics.com/contact/) Open main navigation Close main navigation - [Home](https://optimumdataanalytics.com) - [About](https://optimumdataanalytics.com/about/) - Show submenu for Offerings Offerings - Offerings - [Offerings](https://optimumdataanalytics.com/offerings/) - [Generative AI](https://optimumdataanalytics.com/generative-ai/) - [Agentic AI](https://optimumdataanalytics.com/agentic-ai/) - [AI/ML Solutions](https://optimumdataanalytics.com/ai-ml-solutions/) - [Data Engineering](https://optimumdataanalytics.com/data-engineering/) - [Computer Vision](https://optimumdataanalytics.com/computer-vision/) - Show submenu for Industries Industries - Industries - [Industries](https://optimumdataanalytics.com/industries/) - [Healthcare](https://optimumdataanalytics.com/healthcare/) - [Supply Chain](https://optimumdataanalytics.com/supply-chain/) - [Agriculture](https://optimumdataanalytics.com/agriculture/) - [Finance](https://optimumdataanalytics.com/finance/) - [CSR Activities](https://optimumdataanalytics.com/csr-activity/) - [Blogs](https://blog.optimumdataanalytics.com) - [Careers](https://optimumdataanalytics.com/careers/) - [Contact](https://optimumdataanalytics.com/contact/) - Search Search # The Insight Feed ODA members share technology ideas to foster digital transformation. ## [Sequential vs. Parallel Agents Architecting for Efficiency in MultiAgent AI Systems](https://blog.optimumdataanalytics.com/sequential-vs.-parallel-agents-architecting-for-efficiency-in-multiagent-ai-systems) ![Mrudula Saradar](https://blog.optimumdataanalytics.com/hubfs/Mrudula%20Saradar.png) by [Mrudula Saradar](https://blog.optimumdataanalytics.com/author/mrudula-sardar) on Jun 3, 2026, 8:00:00 AM Enterprise AI teams are under constant pressure to deliver faster, smarter, and more reliable intelligent systems. Yet one of the most impactful decisions they face has little to do with the model ... [Read More](https://blog.optimumdataanalytics.com/sequential-vs.-parallel-agents-architecting-for-efficiency-in-multiagent-ai-systems) # All articles from Mrudula Saradar #### [ML • Jun 3, 2026, 8:00:00 AM Sequential vs. Parallel Agents Architecting for Efficiency in MultiAgent AI Systems](https://blog.optimumdataanalytics.com/sequential-vs.-parallel-agents-architecting-for-efficiency-in-multiagent-ai-systems) [Read article](https://blog.optimumdataanalytics.com/sequential-vs.-parallel-agents-architecting-for-efficiency-in-multiagent-ai-systems) ![Mrudula Saradar](https://blog.optimumdataanalytics.com/hs-fs/hubfs/Mrudula%20Saradar.png?width=72&name=Mrudula%20Saradar.png) [Mrudula Saradar](https://blog.optimumdataanalytics.com/author/mrudula-sardar) #### Topics - [ML](https://blog.optimumdataanalytics.com/tag/ml) - [AI Agent](https://blog.optimumdataanalytics.com/tag/ai-agent) - [LLM](https://blog.optimumdataanalytics.com/tag/llm) - [Multi-Agent](https://blog.optimumdataanalytics.com/tag/multi-agent) - [MultiAgentSystems](https://blog.optimumdataanalytics.com/tag/multiagentsystems) - [AI architecture](https://blog.optimumdataanalytics.com/tag/ai-architecture) - [Home](https://blog.optimumdataanalytics.com/) - [About](https://blog.optimumdataanalytics.com/about) - [Offerings](https://blog.optimumdataanalytics.com/offerings) - [Careers](https://blog.optimumdataanalytics.com/careers) [Join Our Newsletter](https://optimumdataanalytics.com/newsletter/) Pune(HQ) | Udaipur | England ©2025 Optimum Data Analytics Pvt. 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