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[AI · CRM] own product

Networking CRM (AI)

AI extracts facts from notes about people and builds a relationship graph — contacts never get lost.

live demo · drag the graph, click the nodes
Click a node to open a card with the facts AI extracted
{{ selInitial }} {{ selName }} {{ selRole }}
{{ f.k }} {{ f.v }}
connections
live demo · note → facts

This is how the bot works: jot down a messy note about someone — AI sorts it into tidy fields.

// in this prototype extraction is scripted on the examples; in production an LLM does it
Extracted facts will appear here analyzing extracted
{{ f.k }} {{ f.v }}
In this prototype extraction is scripted on the three examples — pick one of them. In the working version an LLM parses any text.
01 · problem

Contacts and connections slip away: where you met, what you agreed on, who introduced whom. A regular CRM is far too heavy for this.

02 · solution

Free-form notes straight into the bot. An LLM extracts the facts — name, how you met, interests, agreements — and links people into a graph. A mini app for browsing and search.

03 · result

Working version. I use it myself: AI fact extraction runs in production, not in a slide deck.

LLM Mini App Python
next case: marketplace autopricer →