From motion interpretation to motion control

AI video has advanced rapidly, but motion has remained one of the biggest challenges. Until now, creators could describe movement in a prompt and hope the model interpreted it correctly. The result was often unpredictable gestures, inconsistent performance, and multiple regeneration cycles just to get something usable.

With Motion Control by Kling, now available inside Gen Space in LTX Studio, motion is no longer left to interpretation. It's controlled. Instead of typing "make her dance," you define the exact dance. Instead of hoping for natural gestures, you transfer real ones. The output preserves your character's identity while accurately replicating the intended performance from a reference video.

Define exactly how your characters move

Motion Control introduces advanced, reference-based motion transfer into LTX Studio. Upload a reference video and transfer its movement — full-body motion, gestures, pacing, and dynamics — directly onto your own character or subject. The character keeps its look. The motion comes from the reference.

Motion Control is available in: Kling 2.6 Pro and Kling 2.6 Standard — all directly inside Gen Space.

For creative teams working on branded content, storytelling, product demos, or campaign assets, this shifts AI video from exploratory generation to controllable production.

Why this matters for creative teams

Eliminate unpredictable motion

Text-based prompts leave room for interpretation. Motion Control replaces guesswork with precision.

Reduce iteration cycles

Reference-driven movement significantly cuts down regeneration attempts. Teams reach production-ready results faster, with fewer retries.

Maintain consistency at scale

The same motion reference can be reused across campaigns, characters, and formats. That means consistent performance language across branded content — even at volume.

Unlock complex performance

Dance sequences. Sports movements. Expressive gestures. Character-driven storytelling. Complex physical performance can now be transferred directly from real-world footage into AI-generated scenes.

For enterprise teams, agencies, and in-house creative departments, this changes the role of AI video, from experimental output to reliable production tool.

How Motion Control Works in Gen Space

Using Motion Control inside LTX Studio is simple:

1. Open Gen Space and select Motion Control
2. Upload an image reference
3. Upload a reference video with the desired movement
4. Choose your model (Kling 2.6 Pro, Kling 2.6 Standard)
5. Select your orientation mode:

Pose from Video

The character follows both the movement and spatial direction of the reference video. Best for complex or full-body motion. Max reference length: 30 seconds.

Pose from Image

The character maintains the original angle from the image while transferring motion. Best for preserving visual consistency. Max reference length: 10 seconds.

This flexibility allows teams to prioritize either dynamic performance accuracy or strict brand alignment — depending on the creative goal.

Full performance control inside Gen Space

With Kling models and Motion Control now integrated into LTX Studio, creators move beyond prompt-based motion generation. They gain direct control over performance. Motion is no longer guessed, it's defined.