--- title: Blog | Optimum Data Analytics | AI description: "AI | 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/tag/ai#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. ## [BRIDGE: A Benchmark for Understanding Real-World Clinical Text](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text) ![Shishir Nair](https://blog.optimumdataanalytics.com/hubfs/image%20(1).png) by [Shishir Nair](https://blog.optimumdataanalytics.com/author/shishir-nair) on Oct 14, 2026, 8:00:00 AM DeepSeek-R1 scored 92 out of 100 on the US medical licensing exam. That's an impressive result. But give the same model a real clinical note, the kind full of shorthand and abbreviations a doctor ... [Read More](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text) # Articles about AI #### [Oct 14, 2026, 8:00:00 AM BRIDGE: A Benchmark for Understanding Real-World Clinical Text](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text) [Read article](https://blog.optimumdataanalytics.com/bridge-a-benchmark-for-understanding-real-world-clinical-text) #### [Oct 1, 2026, 8:00:00 AM Agentic AI Security Threat Model](https://blog.optimumdataanalytics.com/agentic-ai-security-threat-model) [Read article](https://blog.optimumdataanalytics.com/agentic-ai-security-threat-model) #### [Sep 17, 2026, 8:00:00 AM Microsoft Agent Framework (MAF): Building Production-Ready AI Agents at Scale](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale) [Read article](https://blog.optimumdataanalytics.com/microsoft-agent-framework-maf-building-production-ready-ai-agents-at-scale) #### [Sep 7, 2026, 8:00:00 AM Enterprise Connectors for Multi-Agent Systems- Seamless Integration](https://blog.optimumdataanalytics.com/enterprise-connectors-for-multi-agent-systems-seamless-integration) [Read article](https://blog.optimumdataanalytics.com/enterprise-connectors-for-multi-agent-systems-seamless-integration) #### [Aug 17, 2026, 8:00:00 AM Text-to-SQL with Agentic AI: Democratizing Data Access](https://blog.optimumdataanalytics.com/text-to-sql-with-agentic-ai-democratizing-data-access) [Read article](https://blog.optimumdataanalytics.com/text-to-sql-with-agentic-ai-democratizing-data-access) #### [Aug 5, 2026, 2:25:22 PM Agentic AI in Supply Chain: Optimizing Resilience and Efficiency](https://blog.optimumdataanalytics.com/agentic-ai-in-supply-chain-optimizing-resilience-and-efficiency) [Read article](https://blog.optimumdataanalytics.com/agentic-ai-in-supply-chain-optimizing-resilience-and-efficiency) #### [Jul 21, 2026, 8:00:00 AM Agentic AI for Cybersecurity- Proactive Threat Detection](https://blog.optimumdataanalytics.com/agentic-ai-for-cybersecurity-proactive-threat-detection) [Read article](https://blog.optimumdataanalytics.com/agentic-ai-for-cybersecurity-proactive-threat-detection) #### [Jul 14, 2026, 8:00:00 AM Connecting the Dots: CDASH, SDTM, ADaM, and Define-XML](https://blog.optimumdataanalytics.com/connecting-the-dots-cdash-sdtm-adam-and-define-xml) [Read article](https://blog.optimumdataanalytics.com/connecting-the-dots-cdash-sdtm-adam-and-define-xml) #### [Jul 1, 2026, 8:00:00 AM Hybrid AI Agents: Combining Rule-Based and GenAI Systems](https://blog.optimumdataanalytics.com/hybrid-ai-agents-combining-rule-based-and-genai-systems) [Read article](https://blog.optimumdataanalytics.com/hybrid-ai-agents-combining-rule-based-and-genai-systems) #### [Jun 15, 2026, 8:00:00 AM Custom Copilots with Microsoft Copilot Studio: From AI Assistants to Business Agents](https://blog.optimumdataanalytics.com/custom-copilots-with-microsoft-copilot-studio-from-ai-assistants-to-business-agents) [Read article](https://blog.optimumdataanalytics.com/custom-copilots-with-microsoft-copilot-studio-from-ai-assistants-to-business-agents) [1](https://blog.optimumdataanalytics.com) [2](https://blog.optimumdataanalytics.com/tag/ai/page/2) [Next](https://blog.optimumdataanalytics.com/tag/ai/page/2) - [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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