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SaaS ideas, mined from what people actually complain about.

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AI Video Continuity Breakdown

AI video generators fail to maintain consistent characters, styles, and scenes across multiple shots, forcing costly manual regeneration and editing.

In their words

I’m building an internal website for my production studio to use Seedance via API; we only have 10 people.

r/Seedance_AI on Reddit

we end up with having to repeat many things

r/StableDiffusion on Reddit

What kind of model/pipeline can I use to get the desired results?

r/StableDiffusion on Reddit

For talking head videos editing alone can take me 1.5 to 2 hours for every minute of finished content.

r/SmallYTChannel on Reddit

Doing this to lots of photos (e.g. 20 from a shoot session) is tedious and I have to jump into Davinci Resolve which is overkill for this application.

r/graphic_design on Reddit

I have been trying different solutions from Seedance and Google, but I am struggling to get enough consistency between characters, location and color tone.

r/Seedance_AI on Reddit

Most generators give you a slightly different person every time.

r/AI_Agents on Reddit

Dont add clouds, dont modify this part of the building, dont change color grading

r/blender on Reddit

AI is useful for vibe-generating random imagery, but almost useless as a production tool when you know what you want.

r/vfx on Reddit

I build the complicated workflow once, and they get a simple "fill in the blanks" editing workflow for every property.

r/davinciresolve on Reddit

The pipeline had no idea the article was sad. PixVerse just gets scene descriptions.

r/automation on Reddit

A lot of the budget was basically me figuring out what I was doing.

r/aifilmmaking on Reddit

I spend upwards of $10k on inference generating well over 50k images for storyboards, training models; and probably creating almost an hour of video

Hacker News

Can H3 preserve those elements and edit only what's changed, or does each revision require generating a new vid

Product Hunt

AI video creators

Where they talk

  • r/StableDiffusion
  • r/aifilmmaking
  • r/generativeAI
  • r/comfyui
  • r/Seedance_AI
  • r/AI_Agents
  • r/AI_UGC_Marketing
  • r/MotionDesign

Tools they use today

  • Seedance
  • ComfyUI
  • Kling
  • Runway
  • MiniMax H3
  • Gemini
  • Veo
  • LTX

Why those fall short

  • no dedicated harness; manual prompt and continuity work in ComfyUI
  • generators give a slightly different person every time; hands wrong 40% of frames
  • model does not respect replacement request, output low resolution
  • AI changes clouds, building parts, color grading uncontrollably
  • no alpha channel, moves locked camera, wrong motion, 15-second limit, artefacts