Bringing AI to product maturity efficiently and safely
Many projects start with prototypes, but only a few make it into operation. We develop production-ready AI solutions that create concrete value. From architecture to model to ongoing operation, we seamlessly integrate AI into existing systems: robust, transparent and GDPR-compliant.
Real Results
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Real Results
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Why many AI projects get stuck in the prototype stage
Lack of integration into operational processes
Prototypes deliver promising results, but without seamless integration into existing systems and processes, AI remains merely a technical showcase and its value for the company remains untapped.
Scalability and stable operating infrastructure
Many AI models run only locally or manually. Monitoring, automated deployment (infrastructure-as-code), and MLOps approaches are lacking for productive use to operate AI solutions reliably and scalably.
Know-how and handover gaps in the company
The development team understands the model, but departments or IT are often unable to use, further develop or maintain AI solutions independently. A lack of clear responsibilities and documentation also makes it difficult to transfer it to normal operations.
Trust, maintainability, and technical hurdles
Black box models create uncertainty, particularly among regulated companies. Lack of explainability, documentation and interface barriers delay approvals and hinder integration into complex IT environments.
Your project is in safe hands with us
With AMAI, you have an experienced and reliable partner at your side. Our customers rely on our comprehensive expertise in AI technologies and our many years of experience in implementing sophisticated AI projects.
We always work at the cutting edge of technology: clearly structured, solution-oriented and efficient. In this way, we ensure that every solution not only works, but also creates real added value. Your project is in safe hands with us.
Model development & technology selection
We select suitable architectures, algorithms and tools based on your requirements, including explainable AI, open-source components and module tests.
Integrate with your infrastructure
We adapt your AI solution individually to cloud, on-prem or edge environments and ensure a seamless connection to existing systems (API, data pipelines, etc.).
Operate & scale
Whether MVP or scaled rollout: We support operational operations, monitoring and MLOps, with hosting via IONOS on German infrastructure on request.
Knowledge transfer & enablement
Our dev teams work closely with your IT and ensure know-how transfer, training and handover of the components as required.
AI that runs: integrated, operable, ready for production
From architecture to know-how transfer, we guide you through all phases of integration. This creates AI components that work seamlessly and provide real added value.
How technology creates real impact: our services for production-ready AI solutions
Are you already thinking about implementation or are you in the middle of a project? We are also available for all upstream services if a strategy or financial audit is still missing.
Knowledge, insights and perspectives: AI in focus
About AMAI: What sets us apart!
We are not a generalist with an AI connection — we are AI specialists with implementation experience. It is precisely this concentration that brings speed, quality and impact to our customers.
AI use case identification & evaluation
AI business cases & roadmaps
Model development & ML engineering
System integration & productive implementation
Productivity, Scaling & Enablement
Explainability & responsible AI
