Application & Setup Toolkit

Operating Company: AI SOFTWARE & MEDIA LLC
State of Formation: Wyoming, USA
Company Type: US Limited Liability Company
Product Brand: AISOFTMEDIA
Business Model: B2B SaaS (AI-powered creative asset generation for e-commerce sellers)
Mission: Empowering e-commerce brands and online sellers to generate high-performing product visuals, marketplace descriptions, and ad creatives instantly, lowering creative costs and speeding up time-to-market.

AISOFTMEDIA is an AI-powered SaaS platform designed for e-commerce store owners and digital marketing teams.
By uploading a single raw product photo, sellers can generate:
- Studio-quality product lifestyle images using automated background replacement.
- Optimized marketplace listing descriptions (Shopify, Amazon, Etsy, TikTok Shop).
- Target SEO keywords to maximize organic search visibility.
- Ad captions and hooks formatted for TikTok and social media channels.

Current Phase: Public Beta / MVP
Core platform features are live, including user registration, projects management, stripe subscription integrations, and a background task runner for asynchronous image and text processing.
Our interactive demo page is open to reviewers and prospective beta users, demonstrating the full asset-generation flow. We are currently onboarding early e-commerce sellers and digital agency partners to refine output quality and backend prompt mapping.

- Web App Hosting: Scalable frontend and API route serving powered by Next.js.
- Secure Object Storage: Encrypted object storage buckets for raw product photo uploads and generated creative media.
- Database: Managed PostgreSQL database handling user accounts, project trees, credit allocations, and Stripe billing states.
- Background Job Queue: Redis-backed queue system (BullMQ) managing async AI workloads to ensure reliability and handle peaks.
- AI/ML Services: External model hosting pipelines (OpenAI, Gemini, and image diffusion endpoints) for visual rendering and copy optimization.
- CDN: Globally distributed content delivery network for low-latency media rendering and asset packaging.
- Monitoring, Logging, & Cost Controls: Automated telemetry tracking, performance alerts, and compute budgeting to optimize cloud spend.

Stack: Next.js (React 19, App Router, TypeScript), Tailwind CSS, Prisma ORM, PostgreSQL.
Asset Generation Flow:
1. Client uploads raw media directly to secure cloud storage using pre-signed, short-lived URLs.
2. App server registers generation parameters and pushes jobs to a BullMQ worker queue backed by Redis.
3. Decoupled worker nodes process queue items, interacting with external AI API gateways (Gemini, Replicate) using secure token rotation.
4. Workers save final assets back to object storage, write records to the DB, and notify the web app clients via polling/SSE streams.
5. Assets are distributed globally through a secure CDN.