FAQ

The five questions we hear on every demo.

How Cepien AI differs from a BI dashboard, where the scores come from, what stops hallucinated roadmaps, and what implementation actually looks like — answered in plain language, without the sales layer.

Objections, answered

The ones that come up first.

BI dashboards require someone to build and maintain them; competitor-intel subscriptions ship a static deck that goes stale the week it is published. Cepien AI is a continuous scoring system: signals flow in every day, the Sense → Score → Decide pipeline recalibrates on the dimensions your roadmap cares about, and the implications land in a Monday-morning brief written for the decisions you are about to make. See how the cadence and breadth compare across tiers.

See it on your category

Walk through your category with us first.

A 30-minute demo covers what the first scored category looks like on your real signals — we'll tell you which tier maps to the calibration depth your roadmap actually needs.