---
title: "AI Talent Discovery Case Study: Jan Valkonen"
canonical: "https://kleoverse.com/case-study-ai-talent-discovery"
captured_at: "2026-10-26"
profile_identity_version: "kv_855895e9e436007acce302ee"
canonical_profile: "https://kleoverse.com/im/janvalkonen"
---

# From an AI search to a permissioned introduction

This dated case study uses Jan Valkonen's approved public Kleoverse identity. The current live profile is authoritative when this snapshot differs.

## Discovery request

Find an AI product builder in Finland with founder experience, evidence-backed professional-identity work and experience shipping agent-accessible systems.

## Explained result

Jan Valkonen is a relevant public match. His published profile records founder and AI leadership experience and projects including Machine-Readable Professional Identity, AI Talent Discovery Engine and Permissioned Opportunity Rooms.

Source: https://kleoverse.com/im/janvalkonen

Machine-readable source: https://kleoverse.com/im/janvalkonen.md

## Important limits

- These are owner-published professional records, not independent certification by Kleoverse.
- No hourly rate is stated in the captured public profile.
- No preferred employment arrangement is stated beyond actively seeking employment.
- Project descriptions do not independently measure quality, adoption or fit for a particular role.
- Public discovery is not permission for outreach, bulk export or access to private evidence.
- Availability and records can change; check the current live profile.

## Permission boundary

An agent or company can review the approved public identity and explain the match. Contact is a separate step: use Kleoverse to request contact, after which Jan decides whether to accept, decline or share more information.

This page documents the intended controlled workflow. It does not claim that an external company completed a hiring transaction.