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DONN AI
One Beating Heart
Realms

Competitive and marketing research

Compare sourced observations and review usage-based hypotheses. Claims, estimates and proposed experiments remain separate from customer demand and realised revenue.

Competitive evidence import

Import reviewed observation JSON with source, originating publisher, measurement period, content hash and canonical offer references. This creates internal Council and Mission review work; it grants no publication authority.

Usage-based marketing review

Prepare pain-point, improvement, social-copy and retention hypotheses from recorded usage metadata and unanswered questions. This button authorises one bounded model request, which may incur provider usage charges. Generated copy remains an unpublished draft.

Open Mission review queue