Engineering / Supply Chain

GDI Engineering & Green Dream

Custom voice cold callers and follow-up systems for inbound + dormant leads.

$150K+

Pipeline created

500+/wk

Automated calls

Full coverage

Lead reactivation

The Challenge

Sales teams couldn’t follow up with thousands of engineering prospects.

The Solution

How We Solved It

Delivered voice agents tailored to their leads plus automation that revives past opportunities with new offers.

Automated Workflows

Real-time Monitoring

Seamless Integration

Scalable Architecture

Role

AI Automation Engineer

Audience

Engineering / Supply Chain Companies

Timeline

4-6 Weeks

Tools

Custom voice stackn8nCRMs

Understanding the Problem Space

Through comprehensive analysis of GDI Engineering & Green Dream's operations, we identified key bottlenecks and inefficiencies. The manual processes were not only time-consuming but also prone to errors, creating a significant drag on productivity and scalability.

Automation Overview

Real-time monitoring of all automated workflows

$150K+

Pipeline created

500+/wk

Automated calls

Full coverage

Lead reactivation

Workflow StatusActive

Real-time monitoring of all automated workflows

Key Insights

•Manual processes were consuming 40-60% of team time on repetitive tasks
•Error rates in manual workflows were significantly higher than automated processes
•Scalability was limited by human capacity, not system capabilities
•Team members were eager to offload routine work to focus on strategic initiatives

Technical Implementation

Translating Insights into n8n

We translated our research insights and design principles into concrete n8n workflows. Each workflow was carefully architected to be maintainable, scalable, and aligned with business objectives.