RAIner / LinkedIn Career Match

A conversational AI companion for life and leadership orientation. With consent, it reads the user's LinkedIn (latest two roles), selects ~5 leadership stories from a vector database hand-tagged against Robert Kegan's developmental stage model, iterates 4–6 times on which story resonates, and produces a growth trajectory — not a personality label.

What makes this different

Unlike MBTI / Enneagram / DiSC / Big Five:

• Narrative-based — you pick stories, not answer questionnaires.
• Evolving — output is a trajectory, not a fixed label.
• Context-aware — grounded in your actual LinkedIn history.
• Peer-matchable — two users can be connected by developmental resonance, not shared type.

HR side

Framed as a reactive-to-proactive shift. Platform surfaces early signals ("Mira has hidden potential — invite her to a growth conversation") — HR leverage in ~1.5 hours/week instead of a reactive grind.

Full write-up: Product — RAIner & StoryMatcher