Development of White-Label AI Content Generation Platform for Resellers
White-label AI platform is product that reseller sells under their brand. We build technical foundation: multi-tenant architecture, billing, quota management, customizable UI, API for integration. Reseller gets ready product in month instead of year of development.
What's Included in Platform
Core AI Functions:
- Text generation (LLM: GPT-4o / Claude / Llama 3 — configurable)
- Image generation (Stable Diffusion XL / DALL-E 3 — configurable)
- TTS / STT (ElevenLabs / Whisper)
- Extensible module set via plugin architecture
Multi-Tenant Infrastructure:
- Data isolation at tenant level (separate vector stores, prompt libraries, fine-tuning models)
- Custom domain per tenant (CNAME + SSL)
- White-label branding: logo, colors, name in UI and email notifications
Billing & Quota:
- Stripe integration for subscription management
- Flexible pricing plans with token/image/TTS minute limits
- Overage billing
- Reseller margin control (platform → reseller → end customer, each level has own pricing)
Admin Panel:
- Tenant, user, quota management
- Usage analytics per tenant
- Model configuration per plan
Technical Architecture
Backend: Node.js / FastAPI + PostgreSQL (tenant data) + Redis (rate limiting, session) + S3 (generated assets). Docker + Kubernetes for scaling.
Frontend: React + Next.js, fully customizable themes via CSS variables. Component system for enabling/disabling features by plan.
AI Gateway: proprietary proxy layer between platform and AI providers. Provides: rate limiting, cost tracking, provider fallback, prompt injection protection.
API: OpenAPI spec, JavaScript and Python SDKs, webhook support for integrations.
Development Pipeline
Weeks 1–4: Core architecture. Auth/multitenancy. Basic AI gateway (text + image).
Weeks 5–9: Admin panel. Billing integration. Usage tracking. Custom domain system.
Weeks 10–14: White-label UI. Branding. API documentation. SDK.
Weeks 15–18: Testing. Security audit. Performance under load. Deployment automation.
Weeks 19–20: Reseller documentation. Onboarding flow.
Reseller Economics
Typical model: platform sold as SaaS to reseller at fixed usage price + reseller margin. Reseller sells to customers with own margin 50–200%. Economics scales automatically via quota management.
Compliance and Security
GDPR data processing agreements at tenant level. Optional self-hosted deployment for data residency requirements. Rate limiting at all levels. Prompt injection protection in AI gateway. RBAC for multi-user tenant accounts.