1. Draft
User drafts a post — Popilnus offers private suggestions for clarity, tone, and safety.
Real-time AI Coaching
Private suggestions before publishing reduce accidental harm and improve clarity.
AI coaching that strengthens trust in every conversation
Popilnus coaches people before they post — reducing misinformation and improving tone through private, in-editor guidance and transparent provenance. Popilnus is live in public beta at popilnus.com.
How Popilnus works
Popilnus is an AI coach that suggests clearer, safer wording before a post is published, attaches verifiable source metadata when available, and surfaces optional human review for high‑impact cases. The live product and full experience are available at popilnus.com.
Explore features2. Provenance
When available, authoritative sources are attached and a transparent trace is recorded.
3. Escalate (optional)
For complex or high‑impact items, Popilnus supports optional human review workflows executed by partner or platform teams as configured.
4. Publish
Final posts show provenance and contextual guidance to help readers understand important claims.
Key features
Human Escalation (optional)
Partner-configured review workflows add context for nuanced, high‑stakes claims.
Transparent Provenance
Clear source links and traceable metadata build community trust.
Onesphore Ombinos
Founder & CEO
Develops cloud-native AI tools and leads product design; focuses on moderation, trust, and multilingual user experience.