The REALITY of AI Video in 2025 (it’s not what you think)

Despite impressive individual AI video generation tools, achieving professional-grade, consistent multi-scene AI video requires a complex workflow combining multiple specialized AI tools and traditional video editing, as current all-in-one solutions fall short on consistency and polish.

• AI video models excel at isolated scenes but struggle with character and voice consistency across multiple clips.

• A multi-step workflow combining specialized AI tools (image, video, audio) and traditional editing is crucial for polished AI video.

• New features like Sora 2's 'recut' and 'cameo' are helpful but do not eliminate the need for a comprehensive workflow.

AI video models demonstrate incredible power in generating detailed, realistic short clips, but the primary challenge in producing high-quality, multi-scene content is maintaining consistency in characters and voices across different scenes. While some new AI features aim to address this, a comprehensive workflow integrating various AI tools for image generation, video animation, and audio processing, along with manual video editing, remains essential to achieve a cohesive final product.

AI Video Consistency Challenge

• 00:01:05 Consistency is the biggest roadblock in generating AI videos; current models, like Google's Flow app, produce highly detailed individual scenes but fail to maintain character appearance, voice, or background when extending a narrative across multiple scenes. Each new generation tends to create a slightly different character, breaking the visual and auditory continuity essential for storytelling.

• 00:03:16 Current video models do not retain scene details, meaning even identical prompts will generate a slightly different character, leading to inconsistency across scenes. Overcoming this requires a deliberate workflow, beginning with using an image generation tool to create a consistent character asset that can be referenced in subsequent steps.

• 00:06:39 Creating the starting frame for a video scene involves placing the pre-generated character image into a desired setting using an image generation tool like Whisk, ensuring 'precise reference' is enabled to maintain the character's exact appearance. This step is critical for ensuring the mascot's consistent appearance across all scenes, forming the visual foundation for the animated video.

• 00:08:52 Generating consistent voice for an AI character across multiple scenes requires using a dedicated tool like Eleven Labs to change the character's voice in each video clip, ensuring the same voice is selected for all relevant segments. Finally, a video editing tool is necessary to detach original audio, integrate the new consistent voice lines for the AI character, and layer ambient sound effects to produce a polished, multi-scene skit with visual and auditory consistency.