Creative direction

An AI-first video pipeline

An AI-first video pipeline

An AI-first video pipeline

From a seven-day, four-person relay to one owner shipping a video in days.

From a seven-day, four-person relay to one owner shipping a video in days.

2026

Role

Timeline

Team

Project

Creative direction, pipeline design

2026

Media production team

YouTube, explainers

OVERVIEW

Our studio started with hand-crafted animation. As timelines tightened, we rebuilt production around AI — without losing the craft. I designed the pipeline.


PROBLEM

Every video waited in the same queue

Each video took about seven days and three to four people, working one after another. Illustration was the bottleneck, so every project stalled at the same step.


APPROACH

Lock the idea on paper, let AI carry the volume


01

Direction locked early

A three-column script — frame, visual direction, narration — fixes the creative before production starts.

02

AI asset generation

Magnific AI in production for video assets, with Higgsfield under evaluation.

03

One owner, script to final

Each person takes a video end to end instead of passing it down a line.

04

Review gates kept

Storyboard and first-cut review with the Creative Producer, then my final creative review.



THE WORK


Impact

What changed.

2–3 days

An animated explainer produced with an AI-supported pipeline, reviewed at every stage

7 → 1–2

Days per video — pilot target for Truckopedia

3–4 → 1

People per video — pilot target

WHAT I LEARNED

“Speed only matters if quality holds. The pipeline changes who does the work, not who owns the standard.”

2026 · Abrar · Bangalore, India

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