The hardest part of product demos isn't making them — it's keeping them accurate. A
single UI change can invalidate hundreds of screenshots overnight.

## Detecting change

Clumey periodically re-crawls the flows behind your demos and diffs the rendered UI
against the version captured in each step. When a meaningful difference is detected, we
flag the specific steps that need attention.

## Patching intelligently

Rather than forcing a full re-record, we re-capture only the affected steps and
regenerate their narration and hotspots. You review a small diff, approve it, and every
embed updates at once.

## Why it matters

Fresh demos build trust. Stale demos quietly erode it. Automating freshness means your
content stays honest without adding a maintenance tax to your team.

A look under the hood at the change-detection pipeline that re-syncs demos automatically.

How our AI keeps 50,000 demos from ever going stale

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Capture your product once. Clumey's AI turns it into interactive demos, guided onboarding, and always-fresh docs — the way Clueso, Storylane, and Arcade wish they could.

Engineering

How our AI keeps 50,000 demos from ever going stale