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.
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