Media & entertainment4 May 2026
Nanda Mohan on Human Judgment in AI Animation
Nanda Mohan
Founder and Creative & Technical Director, Nmedia Services
Toronto, Ontario, Canada
The video plays from YouTube when you press play.
What we talked about
Nanda Mohan traces animation’s evolution from hand-drawn keyframes to 3D software and today’s generative AI, showing that each leap removed repetitive work without removing the need for storytelling judgement. He explains how composition, colour, character design and audience psychology still determine whether a scene works, even when AI can generate the script, images, animation, voice and music. Drawing on his early experiments with film restoration, colourisation, upscaling and game backgrounds, Nanda describes how disconnected models developed into simpler, agent-like tools.
He then maps a practical AI filmmaking workflow: define the audience and idea, validate the script, break it into shots, build the voiceover timeline, create consistent reference images, animate selected frames, upscale the footage and add original music. The conversation also tackles jobs and skills. AI can reduce production cost and team size, but experienced people are still needed to judge quality, preserve consistency and connect scenes into a coherent film.
His central message is optimistic but demanding: use AI as leverage, keep learning the craft and automate only what you can properly supervise.
Key takeaways
- 01AI removes repetitive production work, but human judgement still decides what is good enough to publish.
- 02Storytelling, composition, editing and communication remain essential, regardless of which AI tools are used.
- 03Start with the audience and idea, then build the script, shots, voiceover, images, animation and music in sequence.
- 04AI can reduce production time, cost and team size, but coherent filmmaking still requires skilled people and iteration.
- 05Automate only as much work as you can review; uncontrolled volume quickly becomes unusable content.
“AI is replacing humans only by the way they work. But the end consumer is still human.”
About Nanda
Nanda Mohan is the founder and Creative & Technical Director of Toronto-based Nmedia Services. With more than two decades in animation and VFX, he combines creative direction with production technology and AI-assisted workflow design.
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