Kernsignal
Evaluation systems for AI-modeled audiences.
Kernsignal validates synthetic audiences against human data: where they match, where they break by subgroup and question, and when the difference changes the decision.
What we build around your system: population fidelity, segment fidelity, decision equivalence, behavioral structure, experimental validity, and regression testing.
Engagements typically start with a two-week validation sprint on your own use cases and human data.
hello@kernsignal.ai · Ingmar Sturm on LinkedIn