Consistent Character AI: Reference-First Method

Getting a consistent character in AI is the hardest problem in AI video. Not motion — the face. Every tool promises a consistent character AI workflow; almost none hold identity across a real sequence.

In this guide

  • Why a consistent character AI is hard
  • How to create consistent characters with AI: the short version
  • The consistent character workflow: reference first
  • What this looks like on a canvas
  • Reference images versus reference video
  • Common failure modes
  • FAQ: consistent character AI questions
  • A minimal checklist