SaaS development

What is it?

SaaS development with integrated AI means building a complete web application — backend, frontend, APIs, database — with AI capabilities built in from the ground up. The goal is to go from idea to a working MVP that your team can deploy and maintain.

How it works

1. 1

   Product scoping

   Defining MVP features, user personas, data model and success criteria. Output: a validated technical specification.

2. 2

   Technical architecture

   Stack selection (Next.js, FastAPI, PostgreSQL, Docker), AI components and hosting. GDPR compliance is factored in at this stage.

3. 3

   Iterative development

   Sprint-based development with regular demos. Each feature is delivered tested and deployed to staging for sign-off.

4. 4

   Deployment and documentation

   Production deployment on your host or EU cloud, developer documentation and knowledge transfer for team autonomy.

5. 5

   Maintenance

   Product onboarding support, early production fixes and minor iterations based on user feedback.

What it covers

• From idea to MVP: backend architecture, web interfaces, AI integration, APIs and deployment
• Iterative approach to validate your concept before scaling investment
• Modern stack (Next.js, Python, Docker, ...), delivered as something you can grow

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Frequently asked questions

What is an MVP and why start there?

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An MVP (Minimum Viable Product) is the simplest version of the product that delivers value to your first users. We start here to validate business assumptions before investing in advanced features. It is less risky and faster to deliver.

What tech stack do you use?

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Frontend: Next.js (React) with TypeScript and Tailwind CSS. Backend: FastAPI (Python) or Next.js API Routes depending on the use case. Database: PostgreSQL. Deployment: Docker on VPS or Fly.io. AI components use LangChain or the Mistral API as needed.

How long does a first MVP take?

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For a focused MVP (3 to 5 core features), expect 4 to 6 weeks. This timeline depends heavily on the clarity of the initial brief and availability for weekly feedback. Thorough upfront scoping significantly reduces back-and-forth.

Will I be able to evolve the application independently after delivery?

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Yes, that is an explicit goal of every engagement. Delivery includes full technical documentation, a clear README and a handover session. The code is written to be readable and maintainable, with no obscure proprietary dependencies.