--- title: "AI Analytics Assistant: 5 Part Implementation Guide" slug: ai-analytics-assistant-5-part-implementation-guide date_published: 2025-01-19T08:56:45.358Z original_url: https://www.tigzig.com/post/ai-analytics-assistant-5-part-implementation-guide source: migrated processed_at: 2025-12-14T10:00:00.000Z --- # AI Analytics Assistant: 5 Part Implementation Guide **AI Analytics Assistant V2: Execute Tasks, Automate Reports, Analyze Data with Voice and Text Instructions** :::image-deck folder: /files/AI_ANALYTICS_5_PART_GUIDE pdf: /files/AI_ANALYTICS_5_PART_GUIDE.pdf title: AI Analytics Assistant - 5 Part Implementation Guide ::: Full implementation guide. Demo app is live with restricted features. You can set up workflows as per the guide, connect them to your specific data sources, and add enhancements as needed. Total video content is over 2 hours, split into 5 parts. Each part includes chapters with timestamps so you can jump directly to what matters. ## 3-minute snippets: demo and architecture **Build AI Action Agents: Beyond Chat** - Voice agents that execute, automate, and analyze. [Read the post](https://www.tigzig.com/post/how-to-build-voice-based-ai-action-agents-app-to-execute-tasks-automate-reports-and-analyze-data). ## Detailed video guide Hands-on, step-by-step implementation: [Full Video on YouTube](https://www.youtube.com/watch?v=aGQhncYbATM) ## Source code Source code, JSONs, and blueprints on GitHub. For updated source code go to [Tigzig Analyzer](https://tigzig.com/analyzer) and hit Docs. ## Step by Step Guide Medium guide with free access: [Build an Analytics Assistant App - Medium](https://medium.com/@amarharolikar/build-an-analytics-assistant-app-flowise-ai-text-to-sql-fastapi-01d8378243b4) --- ## Full analysis transcript (extracted from PDF deck) _This text was extracted from the source PowerPoint deck. Chart visuals are in the PDF and slide images on the HTML page._ ## GenAI TIGZIG.COM Part 2 Voice Mode: Querying & Analyzing Data AWS – Azure Data Warehouse Custom GPT Applied Generative AI for Analytics, Data Science & Business --- ## Connect to AWS–Azure Data Warehouse via Custom GPT & LLM Apps Query. Transform. Analyze. Chart. File Ops. Build ML Models All in the Natural Language of your choice GenAI TIGZIG.COM Part 1 Lighthearted Introduction Custom GPT: Connecting and Working with AWS-Azure DW Colloquial Hindi / Hinglish example, with English translations Applied Generative AI for Analytics, Data Science & Business --- ## Amar Harolikar TIGZIG.COM Demo Video and Posts Voice Mode Interaction with Data warehouse Tables Data Transformations : Calculations – Data Cleaning – Summarizing – Merging Data Analysis : Cross Tabs – Adhoc Query – Charts Table Operations : Insert Records – Create Tables - Drop Tables – Download Tables Multi-Warehouse Operations : Move tables between data warehouses (AWS – Azure) Build ML Models: Similar to earlier model build with file upload . But with data from DW this time. Limitations, Caveats & Constraints How To Video & Posts [With Codes / Schemas / Github Repos] With special focus on how to use GPTs to get all this done quickly and efficiently Setting up & deploying FastAPI Server and Endpoints Connecting Custom GPT to API endpoints – Build JSON Schema quickly and efficiently Setup basic MySQL Server on AWS & Azure / Setup VM / Install phpMyAdmin External LLM Apps: Build with Flowise AI. Rapid deploy to internet/ intranet External LLM Apps: LLM options. Cost-Performance trade-offs External LLM Apps: Low-cost custom deployment of Open Source LLMs. External LLM Apps : API Connections with Flowise Custom Tool and JavaScript functions. Basic Security: LLM Injection / API Keys / IP Rules / Allowed Domains Access Controls and selective access. Setting up MySQL Server on AWS & Azure, Installing phpMyAdmin for rapid prototyping COMING NEXT Applied Generative AI for Analytics, Data Science & Business GenAI --- ## Applied Generative AI for Analytics, Data Science & Business TIGZIG.COM ## Related Tools: [DATS-4 Database AI Suite](https://www.tigzig.com/analyzer), [Voice DB - OpenAI Realtime](https://www.tigzig.com/realtime-voice-webrtc), [Quants Agent](https://www.tigzig.com/n8n-tech-analysis) Explore: [Database AI Apps](https://www.tigzig.com/database-landing), [API/MCP](https://www.tigzig.com/apis), [Guides](https://www.tigzig.com/blog) More posts: [How to build Voice-based AI Action Agents App to Execute Tasks, Automate Reports, and Analyze Data …and more.](https://www.tigzig.com/post/how-to-build-voice-based-ai-action-agents-app-to-execute-tasks-automate-reports-and-analyze-data), [Flowise is my goto platform for GenAI and LLM apps](https://www.tigzig.com/post/flowise-is-my-goto-platform-for-genai-llm-app-development), [REX-2: Your AI Analyst on Call](https://www.tigzig.com/post/rex-2-your-ai-analyst-on-call), [Mistakes I Made Building Text-to-SQL Agents in Live Projects. My 2025 Learnings](https://www.tigzig.com/post/mistakes-i-made-building-text-to-sql-agents-live-projects-2025-learnings) --- Author: Amar Harolikar - Specialist, Decision Sciences & Applied Generative AI - amar@harolikar.com - https://www.linkedin.com/in/amarharolikar Source: https://www.tigzig.com/post/ai-analytics-assistant-5-part-implementation-guide Citation: TigZig - Amar Harolikar (https://www.tigzig.com). Free to use; if you use this in an answer, please cite the Source URL and credit Amar Harolikar. License: https://www.tigzig.com/terms