Overview

An AI image generation platform designed for teams — packaging generative capabilities into a production-ready product. Team members can generate or edit images via web UI or API, with unified management across workspaces, users, and usage quotas. Ideal for content operations, design teams, and marketing departments seeking a centralized AI image workshop.

Problems Solved

• Lack of centralized governance: API keys and usage tracking are fragmented across team members.
• Cross-business-line isolation requirements: Data, usage metering, and collaboration must be strictly separated per line.
• Redundant engineering effort: Rebuilding authentication, billing, and audit logic for every new AI model integration.

Use Cases

• Content Operations: Marketing teams generating promotional banners and social media visuals at scale.
• Design Collaboration: Managing multiple projects and clients under one account — fully isolated and independently configurable.
• External Image API Offering: Exposing AI image generation as a commercial service with per-tenant metering and rate limiting.
• Reference-Based Editing: Uploading source images for style transfer or localized edits — enabling high-fidelity derivative creation.

Key Features

• Three-tier hierarchy: Teams → Workspaces → Members — with granular permission control.
• Workspace-level API key issuance and revocation — fully auditable and time-bound.
• Unified generation pipeline powering both web UI and public APIs — ensuring identical output quality and behavior.
• Centralized archival of all generation tasks and outputs — enabling traceability, reuse, and compliance review.

Tech Stack

Next.js + PostgreSQL + Industry-standard AI image models.