Key Business Impact

Reached production across multiple geographies and enterprise clients; flagship reference architecture.

Project Overview

GenAI-powered automation of real estate sales lifecycle with multi-modal agents and CRM integration across multiple geographies.

Technical System Architecture

Operational data flow and system architecture designed for this solution:

input

Sales Lead Input

ai

Voice/Text Agent

database

CRM Integration

process

Automated Workflow

output

Status Update

Case Study & Delivery

Led solutioning from RAPID assessment through GenAI accelerator to production deployment with multi-agent orchestration.

Consulting Assessment & Strategy

As an AI consultant, the primary focus for this project was to establish a production-grade infrastructure that balances LLM performance, response latency, and system cost. This was achieved by introducing specific design patterns:

  • Agentic Orchestration: Decoupling tasks into dedicated specialized agents to reduce complexity and improve reasoning accuracy.
  • Custom Model Routing: Routing simple tasks to lightweight tier-2 models (e.g. AWS Nova Flash / Sonic) and reserving heavy reasoning for flagship models.
  • Security & Compliance Guardrails: Integrating strict input/output verification steps to prevent PII exposure and prompt injections.