AI solutions built for real products
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Your AI feature needs more than a good prompt
Most AI projects stall between prototype and production. The demo looks good, but turning it into something real users can depend on requires engineering decisions that most AI vendors do not make for you. Minimum Code does, scoping what the feature actually needs to do, then building and shipping it as part of a working web application.
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AI that lives inside your product, not beside it
Whether you need an AI agent that handles multi-step workflows, an AI copilot embedded inside your SaaS product, or an AI voice agent ready for customer service, we build it into your product from the ground up. That means proper permissions, error handling, and a user experience that makes the output actionable — so it behaves like part of the product, not a third-party add-on that quietly stops working when real users arrive with inputs nobody anticipated.
From first call to live product in weeks
European founders use Minimum Code to add AI capabilities to their web applications without hiring an internal engineering team. We scope the feature, define what good output looks like, handle edge cases and fallback states, and ship. Most AI builds go live within four to six weeks of the first call, not months of back-and-forth before a single line of production code exists.
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How Minimum Code builds AI solutions
We start with a discovery session to define exactly what the AI needs to do and where it fits inside your product. From there we move into development and testing against realistic scenarios — not ideal inputs, but the messy ones real users bring. Whether that is a knowledge base that answers questions from internal documentation or a RAG system your team can actually use, we test against what your users will actually do. Then we ship, with everything in place for the feature to hold up in production from day one. No long delivery phases, no final handover that takes another three months to stabilise.
One team. Full delivery. No hand-offs.
No messy coordinating between an AI consultant, a backend developer, and a frontend agency. Minimum Code handles the full build: the product logic, AI integration, UI, and infrastructure — under one roof, with Tom leading the project from start to launch. You stay focused on your product. We stay focused on shipping it.
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