Open Image to Video in Sogni Create.
Start in Sogni Create, open the Workflows menu, and choose the LTX video model in Image to Video mode. This is the fastest place to begin when you already know the first and last frame you want.
It is beginner-friendly and intuitive, so you can get a strong first pass quickly before moving into a more advanced Studio workflow. You can also use the Wan Image to Video option, but generation usually takes longer there and it does not support audio-assisted output in the same way.
Set the first frame pair you want to turn into a clean transition.
The frames do more than bookend the clip. They define composition continuity, establish the direction of motion, and tell the model what must change by the time the shot ends.
For product work, think in short segments. One clip can move from beans to powder, another from powder to splash, another from splash to a clean drink shot, and another from a product shot to the final marketing frame.
Write the first transition prompt between the beans and the ground coffee.
This is where you describe the change, pacing, and camera behavior. For the first clip, keep the composition stable and tell the model exactly how the beans should burst, break down, and settle into the powder pile.
Once this first prompt works, reuse the same logic for the later beats in the sequence.
Build the full sequence one clip at a time.
The strongest results come from chaining several simple transformations instead of asking one prompt to do everything at once.
A good example is the second transition: use the ground coffee as the Start Frame, set the splash as the End Frame, and let that pair define how the motion resolves.
If you want to make the sequence richer, add smaller refinement clips between the big beats.
In this coffee workflow, those extra passes include milk, ice, caramel drizzle, whipped cream, and the move into the outdoor lifestyle frame.
Clip 1: beans into ground coffee.
Clip 2: ground coffee into a liquid splash.
Clip 3: liquid coffee into a clean drink shot.
Clip 4: the product shot into the final marketing frame.
Because each clip has its own frame pair, you can keep the camera angle, composition, and product geometry consistent while still evolving the scene. That gives you a cleaner foundation before you move into finishing passes.
The middle refinements are what turn a simple drink shot into a full product build.
A practical way to build this workflow is to generate still images for every stage first. If you want stronger repeatability and tighter detail continuity, use an editing model such as Qwen Image Edit or Flux2 and guide the model step by step so even the small product details stay stable from one image to the next.
Once you have the full set of images, decide which shots work best together as frame pairs. That makes it much easier to build each transition intentionally instead of guessing the sequence while you render.
Use Sogni Mixer in Sogni Studio so the clips stitch automatically.
If you generate your own transition clips, you do not need to stitch them manually. Drop them into Sogni Mixer in Sogni Studio and the sequence can be assembled automatically.
- Adjust the FPS.
- Tweak clip speed.
- Choose Fill or Fit.
- Trim the End Frame for smoother transitions.
- Drag and drop clips, reorder them, and export quickly without re-encoding.
Switch to Timeline view when you want full manual control.
Automatic stitching is useful, but you can still fine-tune everything manually when needed. In Timeline view, adjust clip length, reorder shots, and control the exact timing of each transition.
You can tweak playback speed, preview changes in real time, navigate frame by frame, manage audio, loop clips, and refine the sequence visually until the motion feels deliberate.
