Recommendation engines
Surface the right listing or provider without making the user filter through the whole catalog — based on behavior, location, and what actually converts.
/ AI Systems
AI Matching & Discovery Systems for Marketplaces
Smarter retrieval and connections — AI-powered matching and search-ranking for marketplaces, and retrieval-augmented (RAG) knowledge tools for businesses that need to search or chat with their own data.
/ What's included
What this engagement covers
Semantic/AI-powered search
Search that understands intent, not just keywords. Someone describing what they need should still find the right result.
Retrieval-augmented (RAG) knowledge tools
Chat-with-your-data tools and internal knowledge copilots built on your own content — accurate, sourced answers instead of a generic chatbot bolted on top.
Smart matching algorithms
Pair demand with supply using ranking and constraints — availability, category, rating, price — instead of a static list sorted by newest.
/ FAQ
Questions, answered straight
Have a question not covered here? Get in touch.
It's using ranking and relevance models — not just filters — to pair demand with supply: surfacing the right listing or provider for a specific person based on behavior, location, and what actually tends to convert, rather than a static list sorted by newest or cheapest.