The project involves the design and deployment of multiple AI agents on a Jetson Orin 64GB device to automate core business functions, with a focus on the construction sector, lead generation, and AI-driven outreach. The agents will operate remotely and securely and will not rely on cloud-based subscriptions. All systems must be optimized for local processing, resource efficiency, and user-only access. Activity 1: AI Research Agent – “Jatson AI” Performs advanced web research and document analysis. Integrates online search with local documents (PDF, Word, Excel, images). Custom prompts for construction-specific questions. Features: SSH/VPN secure access OCR & NLP parsing Folder monitoring for documents Web UI or terminal interface HTML, PDF, and DOCX output support Activity 2: Construction Estimator & Deal Analyzer – “Jatson Estimator” Produces detailed cost estimates, BOQs, and ROI/deal analysis. Adapts to various sectors (residential, commercial, marine, infrastructure). Accepts rate libraries, cost plans, and development assumptions. Features: GDV, ROC, Profit%, CapEx/OpEx separation Real-time report generation (Excel/PDF) Live calculation interface Learning from past estimates OCR & NLP for document intake Activity 3: Scraper AI Tool Extracts contact information (emails, phones, names, roles) from: LinkedIn Google Maps Companies House Email guessing and validation system. Campaign management and CSV export compatible with TeleCRM. Excludes irrelevant leads and prevents duplicates. Activity 4: LinkedIn AI Tool Automates: Posting (image text) Connection requests Messaging (InMail, groups, 1st–3rd degree) Follow-ups using AI responses Learns from your input over time. Extracts lead data from chats and organizes into structured Excel campaigns. Manual includes install/startup/reset steps. Activity 5: Facebook AI Tool Similar to LinkedIn tool but focused on Facebook Groups. Auto-messages commenters or poster leads. Filters out non-relevant users (e.g., deal sourcers). Campaign tracking and lead data extraction. Scheduled posting & campaign organization by business area. General Requirements (All Activities) Deployment planned for July due to hardware availability. Must include: Local memory optimization (to prevent hallucinations) Backup systems (local or remote) Simple user manuals (installation, operation, reset) No cloud service subscriptions unless explicitly approved.