From Challenge to Solution to Success
Every business has unique challenges. These case studies show how we’ve transformed those challenges into competitive advantages through custom automation, productization, and intelligent tools.What Makes Our Approach Different
We don’t just build tools - we create strategic assets that fundamentally change how businesses operate. Each case study demonstrates our ability to identify leverage points and deliver solutions that scale.
Featured Success Stories
Contra's 20,000+ User Chrome Extension
5x marketplace inventory in 2 weeks through crowdsourced LinkedIn job discovery
YouTube Content Intelligence System
200x faster content research processing 800+ channels automatically
GrowthRunner Analytics DevTools
90% reduction in analytics auditing time from hours to minutes
Vouchernaut Affiliate Automation
100,000+ brands managed programmatically, led to Groupon acquisition
Lead Qualification System
Real-time behavioral scoring that identifies qualified prospects automatically
Snacker.ai Video Platform
5,000+ leads generated by productizing agency services into DIY platform
Common Themes Across Our Work
Speed as Competitive Advantage
Every solution prioritizes speed - whether it’s Contra’s 90-second job discovery, Snacker’s 20-second video editing, or Vouchernaut’s instant campaign creation. We believe being first to market matters.Automation That Scales
From processing thousands of YouTube hours to managing 100,000+ affiliate brands, our automations handle massive scale without proportional resource increases.Productization of Expertise
We excel at transforming service businesses into scalable products - like turning GrowthMatch’s video concierge into Snacker.ai’s self-service platform.Behavioral Intelligence
Many of our solutions use behavioral tracking and AI to understand intent - from lead scoring to content intelligence to user engagement.Impact by the Numbers
5x
Marketplace inventory growth for Contra
200x
Faster content processing
90%
Time reduction in auditing
20,000+
Active extension users
Industries We’ve Transformed
Marketplace & Platforms
Contra’s Chrome extension demonstrates how crowdsourcing can solve inventory challenges at scale
EdTech & Content
Automated content intelligence for learning platforms staying ahead of industry trends
Analytics & MarTech
Custom DevTools that transform how agencies deliver technical services
E-commerce & Affiliate
Programmatic approaches to affiliate marketing that led to successful exits
B2B Sales & Marketing
Behavioral lead qualification that identifies high-intent prospects automatically
Creative & Media
AI-powered video creation that bridges DIY and professional services
What Our Clients Say
“They’re smart, fast, and trustworthy!” — Shelby Stevens, Founder, Snacker.ai
“Doug was incredible to work with and a great communicator. He operated quickly & efficiently, and even proposed ways to improve the feature to exceed our expectations.” — Allison Nulty, Head of Product @ Contra
“Doug is a pro. I’d hire him again for any future marketing & technology initiatives.” — Brian Tighe, Head Of Technology @ Fool.com
Our Development Philosophy
1
Rapid Prototyping
Most projects start with a 1-week proof of concept to validate the approach
2
Production Sprint
2-3 week focused development to production-ready solution
3
Iterative Improvement
Launch fast, learn from real usage, continuously improve
Technology Stack
We choose the right tools for each challenge:Chrome Extensions
Plasmo framework for powerful browser automation
AI Integration
LLMs for content analysis and generation
React & TypeScript
Modern, type-safe web applications
Job Orchestration
Trigger.dev for complex workflows
Real-time Processing
WebSockets and streaming architectures
Cloud Infrastructure
Scalable deployment on modern platforms
Ready to Build Your Success Story?
Every case study started with a conversation about a specific business challenge. What’s yours?Let's Discuss Your Project
Book a discovery call to explore how we can transform your operations through automation and productization