Back to courses
IT & ENGINEERING Advanced

Build and Ship a Production AI SaaS: From Idea to Paying Users

Read the first lesson free — in full No account, no card · plus the interactive platform demo and the AI Professor Start now

A premium, complete and advanced course on building and shipping a real AI SaaS product in 2026 — from validating the idea to charging paying users. You will learn how to validate an AI product and scope a lean MVP, choose a modern stack (Next.js and React on the frontend, a typed backend, Postgres and pgvector), integrate LLM APIs the right way (streaming, function calling, structured outputs, prompt caching and cost control), design RAG for a multi-tenant product, implement authentication and multi-tenancy with proper data isolation, add subscription and usage-based billing with Stripe and webhooks, defend the product with rate limiting and abuse prevention, run observability and evaluations in production, deploy to Vercel or containers on the cloud, manage secrets and security, and execute a minimal go-to-market while keeping unit economics and scaling costs under control. The course embeds legal and compliance guardrails throughout — PCI scope reduction with Stripe, GDPR on user data, LLM provider terms of service, and privacy-by-design — and closes with a comprehensive final assessment.

10 modules
28 lessons
~7h duration
v1.0 version
AI professor An AI agent built into every lesson — ask questions and get instant answers based on the course content
Hands-on exercises Real scenarios and practical exercises directly on the platform, with instant feedback
Progress & analytics A personal dashboard with statistics, streaks, scores and structured learning paths
Interactive AI quizzes Questions generated by AI and adapted to your level, with detailed explanations
Individual course access
€49
+ VAT / month
Get started
All lessons AI quizzes AI professor included Cancel anytime
Or read the first lesson free
or
Recommended
IT Pro bundle
€399
+ VAT / month
See the IT Pro bundle
  • Every IT Pro courseA full library, not just this course
  • AI professor in every lessonAnswers when you need them, included in your subscription
  • Quizzes, progress, streaks & statistics
  • Content updated regularly
Cancel anytime
Secure payment
Updated regularly
Content in English
Built-in AI agent Exclusive Ask anything about the lesson and get an instant answer — the agent knows the course content
Interactive AI chat Automatic summaries Personalized quizzes

What you will learn

Practical skills you gain by completing this course

Idea and Product Validation for an AI SaaS
Choosing Your Stack: Frontend, Backend, and LLM APIs
Integrating the LLM: Streaming, Tools, and Cost Control
Vector Search and RAG for Your Product
Authentication and Multi-Tenancy
Billing with Stripe: Subscriptions, Webhooks, and Usage
Rate Limiting and Abuse Prevention
Observability and Evaluations in Production
Deployment, Security, and Go-to-Market
Final Quiz — Build and Ship a Production AI SaaS

Who it is for

Developers Software engineers Solution architects CTOs / Tech Leads Data Scientists ML Engineers DevOps Engineers

Recommended level

Advanced

Assumes hands-on experience with AI and complex scenarios.

Updates

Regular

Content updated regularly with the latest practices from the industry.

Category

IT & Engineering

A technical course for IT professionals — available with individual course access or the IT Pro / All Access bundle.

Advanced level

Hands-on experience required

Assumes practical experience with AI. Covers complex scenarios and advanced strategies.

Always up to date

Up-to-date content

The course is updated regularly with the latest information, tools and practices from the industry.

Practical and applied

28 lessons with real examples

Each lesson includes practical scenarios, actionable checklists and quizzes to check your understanding.

Curriculum

10 modules, 28 lessons — structured to learn step by step.

10 modules
28 lessons
~7h of content
Interactive quizzes
Free preview available From Problem to AI Product: Validating the Idea
Read the preview
1 Free preview lesson From Problem to AI Product: Validating the Idea
Read the preview
2 Scoping the MVP and Where AI Adds Real Value
13 min
3 Unit Economics: Cost per User from Day One
14 min
1 The 2026 AI SaaS Stack: Next.js, Backend, and Data
13 min
2 Choosing Your LLM Provider and Models for 2026
14 min
3 Data Layer: Postgres, pgvector, and Managed Services
13 min
1 Streaming Responses and the Chat UX
13 min
2 Function Calling and Tool Use in Production
14 min
3 Cost Control: Token Budgets, Caching, and Routing
14 min
1 RAG Architecture for a SaaS Product
13 min
2 Building the Ingestion and Retrieval Pipeline
14 min
3 Multi-Tenant RAG: Isolating Customer Data
13 min
1 Authentication with Auth.js and Clerk
13 min
2 Multi-Tenancy Patterns and Data Isolation
14 min
3 Authorization, Roles, and Row-Level Security
13 min
1 Stripe Subscriptions: Products, Prices, and Checkout
13 min
2 Webhooks and Keeping Your Database in Sync
14 min
3 Usage-Based Billing and Metering AI Consumption
13 min
1 Rate Limiting Strategies and Implementation
13 min
2 Abuse, Fraud, and Prompt-Injection Defense
14 min
3 Quotas, Fair Use, and Protecting the Free Tier
12 min
1 Logging, Tracing, and LLM Observability
13 min
2 Evals: Measuring Quality in Production
14 min
3 Incident Response and On-Call for AI Features
12 min
1 Deploying: Vercel, Containers, and Cloud
13 min
2 Security, Secrets, and Compliance
14 min
3 Minimal Go-to-Market and Scaling Costs
13 min
1 Final Assessment — From Idea to Paying Users
45 min
Access this course from €49 / month

Ready to start learning?

Create an account and choose how you want to learn — just this course, or the full IT Pro bundle.

28 hands-on lessons Content updated regularly AI professor included in your subscription