Ignite Ventures

The challenge

Ignite Ventures needed to deploy capital at scale, but their deal flow was entirely manual. Investors were qualified by hand, startups were reviewed one at a time, and the evaluation process had no feedback loop to improve over time. At the volume they were operating, the system was a bottleneck.

What we built

We built a fully automated deal flow system that handles the entire investment pipeline. The system qualifies incoming investors, scores startups against a configurable rubric, and schedules discovery calls automatically. At the core is a RAG-powered evaluation layer that learns from every investment decision, improving scoring accuracy the more the platform is used. No human needs to touch a deal until it reaches the final review stage.

Technologies used