AI Platform · Content & Media

Scriptoria — Arabic AI Creator Studio

An Arabic-first AI studio that turns a short brief into a ready-to-publish video ad, social reel or YouTube script — handling the script, the Arabic dialect, the voice and the visuals end-to-end.

Project type
AI Platform · Content & Media
Role
Architect and sole engineer
Scope
Product design, frontend, backend, AI orchestration and deployment
Status
Live preview
  • AI Engineering
  • Full-Stack Engineering
  • Product Design
  • Arabic NLP
Scriptoria Arabic AI Creator Studio dashboard with a 'What do you want to create today?' hero and video-ad, social-reel and YouTube format cards

Overview

Scriptoria — Arabic AI Creator Studio

Overview

Scriptoria is an Arabic-first AI creator studio that produces short-form video ads, social reels and long-form YouTube scripts from a brief — writing the script, choosing the Arabic dialect, generating the voice and assembling the visuals in one workflow, with a creator-mode workspace, AI identity, voice studio and automations.

Problem

Arabic content creators need a tool that handles the whole production pipeline — script, dialect, voice and visuals — in one place, instead of stitching together separate tools that don't respect Arabic dialects and pronunciation.

Approach

A studio workspace that takes a format and a brief, then runs a guarded, dialect-aware generation pipeline: a Prompt Guardian fixes the brief before generation, an AI brain and voice layer produce dialect-accurate scripts and narration, and a visual assembly step turns it into a publishable video.

Architecture

Architecture

  1. 01React / TypeScript studio client with creator and studio modes
  2. 02Format-first flows: video ad (20–30s), social reel (15–45s), YouTube (3–10 min)
  3. 03AI identity layer: AI avatar, voice, brain, characters and brand
  4. 048 Arabic dialects with an accurate-Arabic pronunciation dictionary
  5. 05Prompt Guardian that cleans and enforces the brief before generation
  6. 06Voice studio and text-to-speech narration pipeline
  7. 07Automations and content factory for repeatable production

Technology

Technology

  • React
  • TypeScript
  • Tailwind CSS
  • AI
  • Text-to-Speech
  • Arabic NLP
  • Vite

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