Skip to content

Sartiq Documentation

Cool content on rails. — We produce high-impact visual content at scale, with the reliability of industrial automation.

Sartiq is a Generative Production System (GPS) for the fashion industry. Our platform transforms how brands create product content — from on-model photography to lifestyle visuals — through AI-powered generation and production-grade workflows.

flowchart TB
    subgraph Input [Brand Assets]
        Products[Products]
        Styles[Styles]
    end

    subgraph Platform [Sartiq Platform]
        Engine{{GPS Engine}}
    end

    subgraph Output [Visual Content]
        OnModel[On-Model]
        Lifestyle[Lifestyle]
        Video[Video]
    end

    Products --> Engine
    Styles --> Engine
    Engine --> OnModel
    Engine --> Lifestyle
    Engine --> Video

What We Build

The platform serves SKU-based product industries — businesses that need consistent, high-quality visual content across large product catalogs. Today, we're focused exclusively on fashion, powering content production for apparel, accessories, and footwear brands.

Our architecture is designed for:

  • Scale — Process thousands of products through automated pipelines
  • Consistency — Maintain brand standards across all generated content
  • Quality — Deliver professional-grade visuals that match traditional photography
  • Speed — Reduce content production timelines from weeks to hours

Documentation Sections

Section Description
Architecture System design, components, data flows, and infrastructure
Development Environment setup, coding standards, testing, AI-assisted workflows
APIs Backend API, Compute API, third-party integrations
Infrastructure Servers, networking, storage, deployment, monitoring
AI & ML Computer vision, generative AI, content generation techniques

Quick Start

New to the Team?

  1. Environment Setup — Get your development environment running
  2. Architecture Overview — Understand the system at a high level
  3. Domain Concepts — Learn the business terminology
  4. Workflows — How we work day-to-day

Building Features?

Understanding the System?

Platform at a Glance

flowchart TB
    Users([Users])

    subgraph Platform [Sartiq Platform]
        Web[Web App]
        API[Backend API]
        Compute[Compute Server]
    end

    subgraph AI [AI Providers]
        Gen[Generation]
        Enhance[Enhancement]
    end

    subgraph Delivery [Content Delivery]
        Storage[(Storage)]
        CDN[CDN]
    end

    Users --> Web
    Web <-.-> CDN
    Web --> API
    API --> Compute
    Compute --> Gen
    Compute --> Enhance
    Gen --> Storage
    Enhance --> Storage
    Storage --> CDN

Core Components:

  • Web Application — User interface for content production management
  • Backend API — Business logic and orchestration
  • Compute Server — AI workflow engine managing 11+ generation providers
  • Content Delivery — Storage and CDN for fast, global access

Key Concepts

Concept Description
Shooting A content production session containing multiple looks
Look Configuration combining product + subject + style + shot types
Subject Crafted AI identity — a virtual model with consistent appearance
Generation Task that produces content through AI workflows
Prediction Individual output variant from a generation

Full domain concepts →

Contributing

  1. Clone the docs repo
  2. Create a branch: git checkout -b doc/your-change
  3. Make changes and commit
  4. Open a pull request

Questions? Ask in #dev on Discord.