AI Integration Sprint
AI dropped into a product you already have.
You don't need to rebuild your product to make it AI-powered. Most of the highest-ROI AI work is integration: retrieval over the documents you already have, an agent that automates the workflow your team does by hand, or a generative feature that makes your existing product stickier.
The Integration Sprint drops AI into your current codebase in two to three weeks. We spend day one reading your code, then ship in small, reviewable increments — production-grade prompts, evals so quality doesn't regress, and model selection that accounts for cost per request, not just benchmark scores.
Typical sprints: a support copilot grounded in your docs (RAG with strict citations), an agent that turns a 6-step manual workflow into one click, voice interfaces, or generative features on your site. If your stack is Next.js, React, Node, Python, or most modern frameworks, we can inherit it.
What you get
- ▹AI feature shipped inside your existing codebase
- ▹Production-grade prompts with eval suite
- ▹Cost-aware model selection and fallbacks
- ▹Documentation and handoff — your team can maintain it
How the engagement runs
Discover
One call, no charge. We map your idea into a real product scope — and call out the parts you shouldn't build.
Design
Blueprint, stack, and timeline. You see exactly what you'll get before we write a single line of code.
Build
Working software demoed each week. No theatre, no surprise invoices, no late-stage scope creep.
Launch
We ship it, hand it over with documentation, and stay close for the first 30 days post-launch.
Common questions
What does an AI MVP actually cost?
Our AI MVP Build engagements typically start around €12,000 for a focused v1 shipped in 4–6 weeks. AI integration sprints (adding AI to an existing product) start around €4,500 for 2–3 weeks. Final pricing depends on scope — we'll quote a fixed price after the free advisory call so there are no surprises.
Can you work with my existing codebase?
Yes — that's what the Integration Sprint is built for. We're comfortable inheriting Next.js, React, Node, Python, and most modern stacks. We'll spend day one reading your code before suggesting anything.
Who owns the code?
You do. 100%. Code lives in your GitHub from day one, you keep the keys to every service we use, and you can switch developers any time. We don't hold your product hostage.