PipeLean
Conversational Commerce Platform for Social Media Lead Automation
Business context and structural constraints
E-commerce businesses running Facebook ads faced a gap: leads went cold before sales teams responded. Average response time exceeded 4 hours and 60% never received follow-up. Pipelean was built to engage leads within seconds via WhatsApp.
The Solution
Architectural approach and implementation
Pipelean is a conversational commerce platform that transforms how e-commerce businesses engage with social media leads. Processing 100,000+ leads monthly from Facebook and Instagram campaigns via automated WhatsApp conversations.
How we turned the challenge into a solution
Each stage formalizes uncertainty into a concrete engineering outcome
Audit → Dependency Map
Inventory of 17+ disparate systems, data flow mapping, identification of critical integration points and performance bottlenecks
Map → Unified Architecture
Design of event-driven microservice architecture with multi-region data residency and zero-trust security model
Architecture → Working Prototype
Document management MVP with FIDO2 authentication, AES-256 encryption, and basic workflow engine for pilot group
Prototype → Scalable Platform
Horizontal scaling to 160+ countries, multi-tenant isolation, AI document classification with 95% accuracy
Platform → Analytics Core
MyInsights recommendation engine, predictive SLA alerts, personalized delivery of regulatory updates
Core → Continuous Compliance
Automated retention policies for 160+ jurisdictions, document integrity chain, one-click audit report generation
Instant Lead Capture
Webhook integration with Facebook Lead Ads capturing leads in under 2 seconds with immediate WhatsApp outreach.
Visual Flow Builder
Drag-and-drop conversation designer with templates, quick replies, conditional branching, and time delays.
WhatsApp Business Integration
Full WhatsApp Business API integration with template management and catalog displays.
Smart Lead Routing
AI-powered lead scoring and assignment routing qualified leads to the right sales rep.
Unified Inbox
Central dashboard for sales teams to manage all conversations with customer context.
The Impact
Quantitative results demonstrating the real impact of implementation on operational efficiency, infrastructure reliability, and platform scalability
Reduced average lead response time from 4 hours to under 30 seconds
Increased lead-to-customer conversion rate by 340%
Processed 100,000+ leads monthly across 50+ client accounts
Technology Stack
Built with proven enterprise-grade technologies
Interested in a similar solution?
Discuss your project→