Real Estate
Multilingual WhatsApp lead workflow
Lead capture, qualification, project matching and visit handoff in one connected workflow.

ClientAtlas Property Group
- Industry
- Real Estate
- Status
Business challenge
Inbound leads were handled manually across WhatsApp and phone. The client was losing after-hours opportunities and spending too much time on repetitive triage.
Solution delivered
Event-driven AI orchestration with multilingual NLU, memory store, intent routing, and escalation policies for human takeover.
Mobile workflow

01 / 03
01 / OPERATING LAYER
Modules activated
- 01Customer Operations Engine
- 02Automation and Orchestration Layer
- 03Revenue and Pipeline Control
02 / DELIVERY STACK
Stack & integrations
- 01WhatsApp Business API
- 02HubSpot
- 03Google Calendar
- 04n8n workflow runner
- 05PostgreSQL
Case study numbers
The operating record, in numbers.
Multilingual entry point
One governed agent handles reception, triage, and escalation.
System scopeOperational modules
Functional scope recorded in the approved case-study document.
System scopeConnected systems
Technical connections listed in the delivery scope.
System scopeApply this transformation pattern to your operations
Review the relevant solution programs, then book a discovery call to scope your roadmap.


