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Ashish S. Chatterjee

Still Voice Labs — working prototype · 2024 — Present

AI Creative Production System

Role
Creator · Systems Designer
Discipline
AI workflows · Creative operations · R&D
Status
Working prototype

01Business situation

The publishing problem I solved manually at broadcast scale — many brands, daily output, one standard — is now every brand's problem. AI tooling can generate volume, but volume without creative governance produces on-brand nothing. The missing layer is a system that encodes creative direction so automation amplifies a brand instead of diluting it.

02My responsibility

I designed and built the prototype end to end: the creative rules, the workflow architecture, and the editorial engine (Ruach Editorial) that runs it.

03Creative idea

Encode the art director. Brand grammar — type, colour, composition, tone, pacing — becomes explicit rules a pipeline can execute, with human direction at the decision points that matter and automation everywhere else.

04The system

  • A brand-grammar layer: the visual system expressed as machine-readable rules, maintained like a design system.
  • A production pipeline that drafts, adapts and versions creative across formats, with human review gates at every publish decision.
  • A feedback loop: every correction a director makes teaches the system, so quality compounds instead of drifting.

05 — Selected work

Pipeline architecture — from brief to governed multi-format output
Asset being prepared from archive
Case walkthrough — a legacy campaign rebuilt as an intelligent workflow
Asset being prepared from archive
Prototype interface — Ruach Editorial working screens
Asset being prepared from archive

This is an internal R&D system (Ruach Editorial), presented honestly as a working prototype — not a client engagement.

06Scale & outcome

  • A functioning prototype in active development under Still Voice Labs.
  • The methodology behind the AI Creative Workflow Sprint offered to clients.

07What this proves

I'm not adopting AI tools — I'm designing the production systems around them, from fifteen years of running the manual version.