From Manual to Automated: Building a Complete Competitive Analysis AI System скачать в хорошем качестве

From Manual to Automated: Building a Complete Competitive Analysis AI System

🤖 Watch us build "Tara Research Colleague", a fully automated competitive analysis system! See how we transformed manual research processes into an intelligent AI workflow that handles everything from data collection to executive-ready reports. This video is perfect for AI automation specialists, product managers, and designers looking to understand enterprise-level AI implementation. 🔗 Join our mastermind group https://uxd.academy/uxd-program 🎯 System Overview: Custom AI research colleague "Tara" for MoneyGram's product team Automated competitive analysis across FinTech companies (Chime, Western Union, Xoom) Complete workflow from intake form to executive readout Human-in-the-loop validation at critical decision points Real-time Slack integration for team collaboration 🛠️ Technical Architecture: Orchestrator-Worker workflow pattern implementation Custom UI built with V0 by Vercel n8n automation platform for workflow orchestration Model Context Protocol (MCP) server integration Supabase database with Airtable synchronization 🔧 AI Tools & Integration: GPT-4.1 Mini for orchestration and analysis Web scraping tools for competitor research RSS feed monitoring (TechCrunch, Harvard Business Review) Internet search capabilities with custom filtering Automated Airtable updates and Google Docs generation 📊 Workflow Components: Custom intake forms with feature specifications Competitor list management in Airtable Multi-source research automation Insights extraction and threat scoring Executive-ready report generation 💡 Key Features: Human approval gates for quality control Real-time progress updates via Slack Automatic financial data sourcing (public vs private companies) User interview transcript integration Fact-checking and validation processes ⚡ Enterprise Considerations: Private OpenAI instance recommendations Data security and IP protection strategies Scalable automation for product teams Integration with existing enterprise tools Chapters: 00:00 Introduction: MoneyGram AI Project Overview 01:00 Orchestrator-Worker Workflow Architecture 02:11 System Components & Tech Stack Overview 03:14 Building "Tara": AI Research Colleague 04:22 Human-in-the-Loop Implementation 05:31 AI Confirmation & Validation Process 07:00 Model Context Protocol (MCP) Setup 09:16 MCP Server Tools Explanation 10:44 Web Scraping & Internet Search Tools 12:00 RSS Feeds & User Interview Integration 14:29 Live System Demonstration 15:32 Webhook Integration & Data Flow 16:58 Variable Management & Data Processing 18:28 Slack Integration & Team Communication 20:45 LLM Orchestration & Prompt Engineering 22:30 Team Confirmation Workflow 24:45 Research Execution Process 26:12 Competitor List Processing 28:07 Automated Research & Analysis 30:53 Enterprise OpenAI Considerations 32:30 Airtable Updates & Report Generation 34:27 Google Docs Integration & Final Output 35:30 Future Enhancements & Business Strategy --- #aiautomation #competitiveanalysis #fintech #uxdacademy #aiexperiencedesign #uxdacademy #uxdesign #workflowautomation #aiagents #techconsulting #digitaltransformation #businessintelligence #aitools #processautomation #techsolutions #ai