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AI SaaS Development

Build AI-Powered
SaaS Products

AI SaaS development combines multi-tenant architecture with AI/ML capabilities to create intelligent software products. Ubikon builds AI SaaS platforms from MVP to enterprise scale -- with billing, API platforms, and production-grade AI integration.

What We Build

AI SaaS Capabilities

Multi-Tenant SaaS

Build scalable multi-tenant platforms with tenant isolation, role-based access, custom branding per tenant, and shared infrastructure for cost efficiency.

AI-Powered Features

Integrate GPT, Claude, or custom models into your SaaS for intelligent search, content generation, recommendations, automation, and natural language interfaces.

Usage-Based Billing

Stripe integration with metered billing, credit systems, tiered pricing, free trials, and automated invoicing. Support for monthly, annual, and pay-as-you-go models.

API Platforms

Build developer-facing API platforms with rate limiting, API key management, usage dashboards, SDKs, and auto-generated documentation.

Architecture

Production-Grade Tech Stack

Frontend

Next.js / React

  • Server-side rendering
  • Real-time dashboards
  • Responsive UI
  • Multi-tenant routing

Backend

Node.js / Python

  • REST + GraphQL APIs
  • WebSocket real-time
  • Job queues (Bull/Celery)
  • Webhook system

AI Layer

GPT-4 / Claude / Custom

  • LLM orchestration
  • RAG pipelines
  • Prompt management
  • Model evaluation

Infrastructure

AWS / GCP

  • Auto-scaling
  • CDN + Edge caching
  • Database replication
  • CI/CD pipelines
Pricing Architecture

SaaS Pricing Model We Build

Example pricing tier structure we implement for AI SaaS products.

FeatureFreeStarter ($29/mo)Pro ($99/mo)(Popular)Enterprise
Users1525Unlimited
AI Queries100/mo1,000/mo10,000/moUnlimited
Storage1 GB10 GB100 GBCustom
API AccessNoBasicFullFull + Priority
SupportCommunityEmailPriorityDedicated CSM
Custom BrandingNoNoYesWhite-label
SSO / SAMLNoNoNoYes
SLANo99.5%99.9%99.99%
Case Study

Ubikon's Own AI Business OS

We built our own AI Business OS as a multi-tenant SaaS platform with AI-powered workflows, campaign management, and analytics. This is a real product we use daily and offer to clients.

Multi-tenant dashboard with role-based access
AI-powered workflow engine with GPT-4 integration
Usage-based billing via Stripe
Real-time analytics and reporting
API platform with auto-generated docs
White-label support for agency partners
Read the Full Case Study

Frequently Asked Questions

How much does it cost to build an AI SaaS product?

An AI SaaS MVP costs $25,000-$60,000 and takes 10-14 weeks. A full-featured product costs $60,000-$200,000 over 16-28 weeks. Enterprise platforms can exceed $200,000. We recommend starting with an MVP to validate product-market fit before scaling.

How long does AI SaaS development take?

MVP: 10-14 weeks. Production-ready SaaS: 16-28 weeks. Enterprise platform: 6-12 months with phased rollout. We deliver working software every 2 weeks using agile sprints, so you see progress immediately.

What tech stack do you use for AI SaaS?

Frontend: Next.js or React with TypeScript. Backend: Node.js (Express/NestJS) or Python (FastAPI/Django). Database: PostgreSQL or MongoDB. AI: GPT-4, Claude, or custom models. Infrastructure: AWS or GCP. Billing: Stripe. Auth: Auth0 or custom JWT.

Can you add AI features to an existing SaaS product?

Yes, we integrate AI into existing SaaS products including natural language search, content generation, predictive analytics, intelligent recommendations, automated workflows, and conversational interfaces. We work with your existing tech stack.

How do you handle multi-tenancy?

We implement multi-tenancy at the database level with either shared database (row-level isolation) or dedicated database per tenant, depending on your compliance and scale requirements. Every query is tenant-scoped, and data isolation is enforced at the API level.

Ready to Build Your AI SaaS?

Share your product vision. We will help you define the MVP scope, choose the right architecture, and deliver a working product in 10-14 weeks.