AI Monitoring & Analytics Agent Developer Project Overview We are developing a smart AI-powered monitoring and reporting agent to automate media and data analysis across Saudi Arabia, the Gulf region, and global markets — in all languages including Arabic dialects. The system will analyze large-scale data streams, validate content accuracy, and generate professional reports for executive and media decision-making. AI Agent Role The AI Monitoring Agent will: Collect data automatically from Talkwalker (via API integration) and related media sources. Clean and merge datasets, removing duplicates, spam, and bot-generated content. Perform validation & fact-checking by comparing multiple sources and confirming credibility against official and verified entities. Analyze trends and virality — including sentiment, engagement metrics, duration, and peak intensity. Generate automated reports (in PowerPoint / Google Slides) with smart insights, charts, and visual analytics. Provide recommendations based on media tone, brand sentiment, and strategic context. Notify management automatically when anomalies or crises occur. Platforms & Technologies The system integrates multiple advanced platforms and tools: Category Platform / Technology Data Source Talkwalker (API access – enterprise tier) Cloud Infrastructure AWS / Google Cloud / Microsoft Azure Data Storage Google Drive integration (raw data + reports) Data Processing & Cleaning Python / Node.js + NLP libraries AI Models GPT-5 (OpenAI) or equivalent large language model Visualization & Reports PowerPoint (PPTX) automated generation Task & Delivery Management ClickUp + Google Drive Validation & Translation Tools Fact-checking APIs, machine translation, language detection Monitoring Dashboard Optional Grafana or Streamlit dashboard