Enlightn vs Panoplai

Enlightn is a research recruitment engine, rebuilt around one shift: match first, activate only when the fit is strong. No more 60–70% termination rates. No more defending data you can't fully see behind.

We profile participants using open-ended, AI-assisted questions, translate

The Human Data Engine. Panoplai gets you from data to answers in one platform.

We bring together survey collection, data ingestion, synthetic enrichment, digital twin creation, and interactive reporting so you can see the full customer story — faster, sharper, and with confidence