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mappingtalents

Insights

We write when we have something to say, not to a schedule. Three pieces so far — on AI, measurement and how people actually use what we build.

  • AI and risk
  • Measurement that holds
  • GEO and visibility
  • Self-hosted models

Start here

What has stalled on your side?

Tell us briefly where things stand and we will come back with a clear next step. No obligations.