THE CHALLENGE
Eliminating the manual response delay.
Real-estate businesses lose high-intent prospects due to delayed manual responses to leads originating from social media, websites, and WhatsApp. Interested prospects often go cold before the sales team can reach them.
AUDIT // IDENTIFIED_BOTTLENECK
THE STRATEGY
Zero-touch automated qualification.
Architected an AI-powered lead management system that instantly engages incoming leads. It collects essential data—property requirements, budget, preferred location, and timeline—and calculates purchasing intent on the fly.
SOLUTION // INTEGRATED_DELIVERY
EXECUTION DEEP-DIVE
How the system was crafted.
01 UI/UX Architecture
- Built orchestration workflows using n8n to connect incoming lead sources directly to LLMs for natural language processing.
02 Engineering & Code
- Seamlessly integrated WhatsApp APIs, Google Sheets, and CRM webhooks to update lead statuses instantly without human intervention.
03 Automation & Pipeline
- Engineered a categorization system that tags leads as Hot, Warm, or Cold, sending instant notifications to the right salesperson for high-priority prospects.
OUTCOME & IMPACT
“Slashed response times to zero and eliminated manual data entry, empowering the sales team to focus exclusively on closing high-intent buyers.”
n8nAI ModelsWhatsApp APIWebhooks
NEXT CASE STUDY
Resolve AI
AI Workflow Automation — Intelligent Support Automation
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