AI MVP Development — Build Production-Ready AI Products in Weeks

An AI MVP (Minimum Viable Product) is a production-ready AI-powered application built with core revenue-generating features to validate market demand. Key characteristics: (1) Deployed to live infrastructure; (2) AI models integrated (GPT-4o, Claude, Gemini, or Mistral); (3) User authentication and secure database; (4) Third-party integrations (Stripe, Zapier, APIs); (5) Full source code and documentation; (6) 100% IP ownership transfer. You should build one if: (1) You have a validated business idea requiring AI; (2) You need to launch within 4-12 weeks; (3) You want to test market fit before scaling; (4) You need production-ready code, not a prototype. Ideal for founders, SMEs, and innovation teams testing AI products quickly.

JA Welt delivers AI MVPs in two timeframes: 4 weeks (Starter package) for focused MVP delivery with core features, or 12 weeks (Growth package) for full-scale execution including advanced marketing and sales automation. Detailed timeline: Week 1 — Discovery, scope definition, AI model selection; Week 2-3 — Core development with daily standups; Week 4 — Testing, security audits, launch, and handover. The 12-week sprint adds parallel marketing system setup (weeks 3-8) and sales automation (weeks 9-11). Both timelines are production-ready and deployable immediately to live infrastructure.

A production-ready AI MVP includes seven core components: (1) AI core — GPT-4o, Claude, or Gemini integration for your specific use case; (2) User interface — web or mobile app with intuitive design; (3) Database — secure data storage and retrieval; (4) Authentication — user login and security; (5) API integrations — third-party tools (Stripe for payments, Zapier for automation, etc.); (6) Deployment — live on cloud infrastructure (AWS, Vercel, or your infrastructure); (7) Documentation — full source code, API docs, and deployment guides. You own 100% of the code and IP, with no licensing restrictions or ongoing fees.

AI MVP development pricing is transparent and one-time: Starter package (4-week delivery, core MVP + basic marketing) = €5,000; Growth package (12-week delivery with advanced marketing and sales automation) = €12,000; Scale package (enterprise custom pricing). For projects above €8,000, we offer a 50/50 payment split (50% upfront, 50% at launch). Costs include development, deployment, documentation, and 14-30 days post-launch support. No hidden fees, no retainers, no ongoing costs. You own everything we build.

We select AI models based on your specific use case, not one-size-fits-all: GPT-4o for complex reasoning, code generation, and multi-step tasks; Claude for nuanced content analysis and long-context understanding; Gemini for multimodal tasks (text + image + video); Mistral for cost-optimized inference. This approach delivers better results and optimizes costs compared to single-model approaches. We do not lock you into one vendor — your code uses standard APIs you can modify or switch independently.

Our process runs in five parallel phases: Phase 1 (Days 1-2) — Discovery, scope definition, and AI model selection with your team; Phase 2 (Days 3-4) — Architecture design and wireframes; Phase 3 (Days 5-14) — Core development with daily standups and feedback loops; Phase 4 (Days 15-18) — Testing, security audits, and optimization; Phase 5 (Days 19-28) — Launch, deployment to production, and handover. Each phase has defined outputs and responsible team members. This methodology compresses months of traditional development into weeks by using parallel workflows and ruthless scoping.

Yes, with guardrails to maintain timelines. We build in a dedicated feedback window during the sprint. Changes within scope are incorporated without delay. Changes that expand scope are documented for post-launch phases. This prevents scope creep while ensuring you have input throughout development. Major pivots are handled in follow-up sprints (priced separately). Our framework maintains delivery timelines while remaining flexible to your needs.

You receive eight deliverables: (1) Fully deployed AI product with source code and documentation; (2) All API keys, credentials, and database access; (3) Full IP ownership transfer — you own 100% of the code; (4) Deployment guides and technical documentation; (5) Handover session and team training; (6) 14-30 days of post-launch support depending on tier; (7) Architecture diagrams and system design documentation; (8) Deployment scripts and infrastructure setup guides. Everything is production-ready, tested, and yours to own, modify, or scale.

Traditional agencies take 3-6 months and charge €50,000-150,000+. JA Welt delivers in 4 or 12 weeks starting at €5,000. Key differences: (1) Speed — parallel workflows compress timelines 3-6x faster; (2) Cost — transparent, one-time pricing with no retainers; (3) Ownership — you own 100% of the code and IP; (4) AI-first — we use frontier AI models to reduce development time; (5) Execution — we combine product, marketing, and sales in one sprint; (6) Proven methodology — refined across real client projects; (7) Built in Germany — designed for global scalability. We are an AI execution partner focused on delivering revenue-generating systems.

Post-launch scaling is straightforward because you own the code. Three options: (1) Scale independently using our documentation and deployment guides; (2) Engage JA Welt for follow-up sprints to add features, integrations, or new AI models (priced separately); (3) Hire your own team to maintain and extend the product. We provide 14-30 days of post-launch support and remain available for future projects. Your AI MVP is built for scalability from day one with production-grade infrastructure and clean, documented code.