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Unlocking AI-driven Automation and SAP Insights with Ravi Kashyap In this episode, Ravi Kashyap explores the transformative power of AI in enterprise automation, particularly within SAP environments. We delve into how Kero CLI and agents facilitate intelligent queries, automation chains, and security guardrails, revolutionizing how businesses operate and maintain their SAP landscapes. Main Topics Covered: The evolution of SAP automation with AI and CLI tools How Kiro CLI acts as a front end to foundation models and MCP servers Building specialized agents for ABAP, ATC checks, and system diagnostics Using intent-based automation for complex multi-step workflows Ensuring security guardrails in AI-driven automation Practical examples: querying AWS, SAP systems, and analyzing code quality The future of AI in enterprise management and how to skill up Timestamps: (0:00) - Introduction: AI's role in modern SAP automation (2:14) - Kero CLI as a powerful gateway to foundation models (3:38) - The shift in SAP deployment models with Rise and SaaS (6:00) - How AI enhances automation and scripting (8:26) - Using AI to guide security and compliance checks (10:52) - Differentiating between automation and app creation with AI (12:06) - Testing frameworks and building knowledge bases with agents (15:01) - Demonstrating Kero CLI with real AWS and SAP queries (18:33) - Automating AWS resource management and system diagnostics (23:38) - Embedding external tools and MCP servers (26:24) - Security and permissions in AI automation (28:22) - Chain multiple queries: OS versions, landscape consistency (35:16) - Cost considerations and model selection in Kero (36:34) - Guardrails: Preventing destructive commands like account deletion (38:40) - Connecting AI agents to SAP application layer for code analysis (41:17) - SAP's clean core classification and AI's role in modernization (44:21) - Creating specialized agents for code quality checks (49:51) - Running ATC checks and interpret results with agents (55:58) - Summarizing complex SAP documentation via agents (60:42) - Automating SAP code reviews and compliance assessments (66:33) - The evolving landscape: AI's potential to simplify and accelerate enterprise tasks (68:55) - Guardrails: Ensuring safe AI operations (70:02) - Skills development: Embracing AI for future workflows (74:03) - Final thoughts: The future of AI-powered enterprise management Resources & Links: Kiro CLI (Official documentation) https://kiro.dev/ SAP ATC Checks (SAP official docs on ATC) https://www.sap.com/docs/download/2018/09/... AWS SDKs and CLI *https://aws.amazon.com/sdk-for-sap-abap/* ABAP Accelerator MCP Server *https://aws.amazon.com/blogs/awsforsap/int... SAP Clean Core Documentation *https://www.sap.com/docs/download/2024/09/... Anthropic Bedrock & Opus Models *https://docs.aws.amazon.com/bedrock/* Connect with Ravi Kashyap: LinkedIn *https://www.linkedin.com/in/ravikashyap1/* Additional Notes: Ravi discusses building agents that encapsulate complex SAP and AWS workflows, emphasizing intent-based automation, security guardrails, and knowledge distillation from documentation. The episode offers practical insights for enterprise architects, SAP admins, and developers eager to leverage AI for automation, modernization, and risk mitigation. Enjoy exploring how AI can reshape enterprise workflows with Ravi Kashyap!