Creative direction architecture · AI systems · 2026

Aurora — AI Creative Production System

A JSON-based creative production system connecting strategy, structured direction and human-reviewed generative workflows.

Functional prototype · R&D01 / 07

Aurora ComfyUI workflow connecting creative direction, structured inputs and video generation

Role

AI Creative System Design · Prompt Architecture · JSON Schema Design · Workflow Development · Visual Direction

Production language

HTML / JavaScript · JSON · OpenAI · ComfyUI · Seedance

Positioning

Functional prototype · R&D

Project context

Aurora began as an exploration of prompt engineering and creative education. A recurring challenge emerged: maintaining consistency between creative intention and AI-generated outputs. What began as a prompt framework evolved into a functional JSON-based prototype connecting creative strategy, AI direction and generative production workflows.

01 / Creative direction framework

Turning creative intent into structured language.

Aurora transforms subjective creative decisions into structured inputs: brand voice, audience, visual rules, talent constraints and production requirements. The goal is not isolated images, but a reusable creative language.

AURORA / CONCEPT ARCHITECTUREHuman approval stays inside the loop

01Brand inputsAssets · brief · guidelines

02InterpretationModel-driven structuring

03Shared schemaTraceable JSON inputs

04ProductionComfyUI image + video stages

05Human reviewApprove · refine · release

02 / JSON creative contract

A shared language between strategy and generation.

Aurora converts campaign inputs into a structured JSON object that carries creative decisions through different production stages.

{
  "brand": {
    "voice": ["direct", "playful"],
    "visual_rules": ["product-first", "natural light"]
  },
  "campaign": {
    "objective": "engagement",
    "format": "ugc_vertical_video"
  },
  "production": {
    "stages": ["concept", "image", "video", "review"],
    "human_approval": true
  }
}

Design principle

The schema is a contract between stages.

It defines brand voice, visual rules, audience, platform, identity constraints, adaptation rules and production targets while preserving human approval.

03 / Generative workflow execution

Structured direction reaches AI production.

The current prototype connects structured creative inputs with ComfyUI workflows, OpenAI-based creative direction and video generation. Testing focuses on product representation, character behavior, environment and visual language.

Aurora workflow inside ComfyUI — Functional workflow prototype connecting assets, structured direction, JSON logic and generation stages.

04 / System expansion

From prototype into creative infrastructure.

The next evolution explores automated storyboard generation, subtitle creation, format adaptation, creative scoring, campaign presets and multi-stage generation pipelines. These are future development areas, not currently implemented features.

05 / Current status

Built, in progress and next.

The project clearly separates working functionality from systems still under evaluation.

BuiltFunctional foundation

Structured creative inputs, JSON generation contract, ComfyUI connection and AI-directed generation tests.

In progressReliability systems

Consistency evaluation, brand fidelity and automated post-production.

RoadmapProductized platform

Human-reviewed creative workflow infrastructure for repeatable campaign production.

Capabilities demonstrated

AI creative systems
Prompt architecture
Creative workflow design
JSON-based production pipelines
Generative video workflows
Human-in-the-loop AI systems
Creative automation

Unofficial R&D case study using Liquid Death as a test brand. No affiliation or endorsement is implied.

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