Build
AI Scoring System
Veteran & Investor Matchmaking Platform
Structured profiles -> Explainable matches
Idea
AI Scoring System is a two-sided Veteran and Investor matchmaking platform that connects Veteran founders with relevant investors through structured profiles, compatibility scoring, and guided application workflows.
Insight
Algorithm-based matches need to be understandable, not unexplained scores. Compatibility indicators, matched preferences and detailed profiles give both sides context around why a match may be relevant.
Founder & Investor Profiles
Compatibility Scoring
Matchmaking & Conversations
Application Review
Admin Management
Idea
AI Scoring System is a two-sided Veteran and Investor matchmaking platform that connects Veteran founders with relevant investors through structured profiles, compatibility scoring, and guided application workflows.
Insight
Algorithm-based matches need to be understandable, not unexplained scores. Compatibility indicators, matched preferences and detailed profiles give both sides context around why a match may be relevant.
Founder & Investor Profiles
Compatibility Scoring
Matchmaking & Conversations
Application Review
Admin Management
Investment MatchmakingAI Web Application
THE PRODUCT
Veteran founders and investors, matched with context.
Explainable Matches
Compatibility percentages shown alongside the industries, stages, instruments and preferences that contribute to each match.
Structured Profiles
Founders describe their company, funding needs and stage; investors set check size, industries, funding types and military affinity.
Review & Management
Admins review submissions, approve or reject with reasons, and manage matches, profiles and accounts from one place.
THE PRODUCT
Veteran founders and investors, matched with context.
Explainable Matches
Compatibility percentages shown alongside the industries, stages, instruments and preferences that contribute to each match.
Structured Profiles
Founders describe their company, funding needs and stage; investors set check size, industries, funding types and military affinity.
Review & Management
Admins review submissions, approve or reject with reasons, and manage matches, profiles and accounts from one place.
THE GOAL
Investment discovery, structured and explained.
THE GOAL
Investment discovery, structured and explained.
UX FOCUS
A major UX focus was making algorithm-based matchmaking understandable rather than presenting users with unexplained scores, giving both sides context around why a potential match may be relevant.
UX FOCUS
A major UX focus was making algorithm-based matchmaking understandable rather than presenting users with unexplained scores, giving both sides context around why a potential match may be relevant.
Your project doesn't need to look like one of these.
The inflection point probably does.
Maybe you are building from zero. Maybe the current product has outgrown its foundations.
Maybe the AI-built version proved the idea and now needs to become something real.
Bring us the starting point. We'll help work out what the next version needs to become.
Your project doesn't need to look like one of these.
The inflection point probably does.
Maybe you are building from zero. Maybe the current product has outgrown its foundations.
Maybe the AI-built version proved the idea and now needs to become something real.
Bring us the starting point. We'll help work out what the next version needs to become.