Custom AI Sourcing Engine
Visit Mamba Growth →10x Qualified Leads
We built a custom AI-powered sourcing engine that transformed how Mamba Growth identifies investment opportunities. The system consistently delivers high-signal companies that precisely match their investment criteria, fundamentally changing their sourcing workflow. They now retain us for ongoing technical services and platform enhancements.
-85%
Sourcing Time
Reduction in manual research
+420%
Signal Quality
High-fit companies identified
10x
Qualified Leads
Investment-ready opportunities
94%
Precision Match
Criteria alignment accuracy
As a growth equity firm focused on high-potential companies, Mamba Growth faced the persistent challenge that plagues the industry: finding needles in haystacks. Their team was spending countless hours manually researching companies, only to find that most didn't match their specific investment criteria.
We built a sophisticated AI sourcing engine that acts as an intelligent research analyst, continuously scanning the market and surfacing only companies that meet Mamba's specific criteria. The system learns from their preferences and improves over time, delivering consistently high-quality opportunities.
Built proprietary AI system that analyzes millions of companies against precise investment criteria including growth metrics, market position, and strategic fit.
Integrated diverse data sources including company financials, market signals, technology stack, hiring patterns, and growth indicators for comprehensive analysis.
Developed sophisticated scoring models trained on Mamba's historical investment patterns and preferences to prioritize highest-potential opportunities.
Created intuitive dashboard for tracking new opportunities, monitoring portfolio companies, and analyzing market trends with automated alerts.
"This sourcing engine fundamentally changed how we operate. Before, we were drowning in noise—spending weeks researching companies that ultimately didn't fit. Now, we're having conversations with companies we're genuinely excited about, every single week. The quality and consistency is remarkable. It's like having a senior analyst working 24/7 who knows exactly what we're looking for. We immediately put them on retainer because this system is core to our competitive advantage."
Kyle Kalish
Senior Associate, Mamba Growth
2 weeks
Mapped investment thesis, sourcing criteria, and data requirements
4 weeks
Built integrations and data processing infrastructure
3 weeks
Trained and fine-tuned scoring algorithms on historical deals
2 weeks
Deployed dashboard and onboarded team
Retainer
Continuous refinement and feature development
The AI sourcing engine didn't just improve Mamba Growth's deal flow—it transformed their entire sourcing operation. Associates now spend their time building relationships with high-potential companies instead of manually filtering through databases. The system's precision and consistency have made it an indispensable tool, leading to an ongoing retainer relationship for continuous enhancements and optimizations.
85%
Reduction in manual sourcing time per week
10x
More qualified leads in pipeline
94%
Criteria match accuracy rate
Let's build a custom AI solution that gives you a competitive edge in sourcing.