Enterprise-Grade Infrastructure

The Engine Behind Autonomous Revenue

Four proprietary systems working in concert: data scrapers, semantic enrichment, AI synthesis, and enterprise delivery—all built for scale.

Data Sources
Scrapers
Enrichment
AI Synthesis
Delivery

System Deep Dive

CORE SYSTEM

Proprietary Scrapers

Custom-built engines that bypass anti-bot protection to harvest verified B2B leads from 50+ sources. Unlike off-the-shelf tools, our scrapers adapt in real-time to platform changes.

Anti-Bot Evasion

Rotating proxies, browser fingerprinting, CAPTCHA solving

Real-Time Validation

Email verification, phone validation, duplicate detection

50+ Data Sources

LinkedIn, company websites, job boards, news, funding databases

// Sample output
{"lead": "Sarah Chen", "title": "VP Engineering"}
{"company": "TechCorp", "revenue": "$50M+"}
{"intent_signal": "hiring_eng", "score": 0.87}
AI LAYER

Semantic Enrichment

Beyond basic data appending. We use AI to understand context: what does this person actually do? What problems do they likely face? When are they most receptive?

Intent Signals

Hiring patterns, funding news, tech stack changes

Relevance Scoring

AI-powered ICP matching with confidence scores

Timing Optimization

Best times to reach based on activity patterns

GENERATION

AI Synthesis

GPT-4 powered message generation that doesn't sound like AI. Each message is personalized based on enriched context—no generic templates, no obvious automation.

Context-Aware Writing

References to recent activity, mutual connections, shared interests

Multi-Channel Output

Email, LinkedIn, Twitter—optimized for each platform

A/B Testing Built-In

Automatic variant generation and performance tracking

PLATFORM

Enterprise Infrastructure

Built for scale and reliability. Multi-region deployment, automatic failover, and real-time monitoring ensure your pipeline never stops.

99.9% Uptime SLA

Multi-region AWS deployment with automatic failover

Real-Time Monitoring

24/7 system health monitoring with instant alerts

Horizontal Scaling

Automatically scales with your pipeline needs

Technologies

Built With the Best

AWS
Python
GPT-4
n8n
PostgreSQL
Redis
Live Metrics

Performance Dashboard

47,293

Leads Processed Today

99.9%

Uptime This Month

47ms

Avg Response Time

156

Active Workflows