Services
From strategy to software, and from software to infrastructure: end-to-end services that turn AI into real business value.
Software Development
We turn your ideas into scalable, reliable, production-ready products.
AI-Driven Product Development
End-to-end development of AI-powered products and platforms, from concept to production.
Learn more →Generative AI & LLM Solutions
Enterprise assistants, AI agents, document intelligence and knowledge retrieval systems, in the cloud or on-premise, without your data leaving your walls.
Learn more →Machine Learning Models
Models built for your business problems: scoring, risk, forecasting, segmentation and fraud detection.
Learn more →Integration & Data Pipelines
Integrating models and applications into your existing systems through APIs and reliable data pipelines.
Learn more →Consulting
We help you invest in AI in the right place, with the right team and the right method.
AI Strategy & Roadmap
A prioritised, actionable AI roadmap aligned with your business goals.
Learn more →Use Cases & Feasibility
We identify the highest-value use cases and validate them with a rapid proof of concept before you invest.
Learn more →Team & Process Design
Building AI and data teams, defining roles and choosing the right development methodology.
Learn more →AI Governance & Compliance
AI inventory, risk classification, policies and processes; readiness for the EU AI Act, data protection law and ISO/IEC 42001.
Learn more →Model Risk & Model Validation
Independent validation of models, especially credit scoring and risk models, with performance monitoring and explainability.
Learn more →Infrastructure
We make sure your AI models run reliably, observably and sustainably.
MLOps & LLMOps
A platform that automates training, versioning, deployment, monitoring and evaluation for both classic models and LLM applications.
Learn more →DevOps Consulting
Faster software delivery through CI/CD, container infrastructure and automation.
Learn more →AWS Consulting
AWS architecture design, AI workloads on Amazon Bedrock and SageMaker AI, cloud migration and cost optimisation.
Learn more →On-Premise AI Infrastructure
GPU infrastructure and LLM deployment for organisations that cannot move data off-site.
Learn more →Does your team need training?
Tailored AI training for all employees, executives, business teams and technical teams.
Frequently Asked Questions
What services does MLTeam offer?
We work in four areas: corporate AI training, AI consulting (strategy, feasibility, governance and model validation), software development (GenAI, LLM solutions and machine learning models) and infrastructure (MLOps, DevOps, AWS and on-premise LLM infrastructure).
Which industries do you work with?
We have experience in data-critical industries, with banking and finance at the core, as well as manufacturing, energy and the public sector.
How do you start a project?
Every project starts with a short discovery phase in which we assess goals, data and constraints together. If it makes sense, we validate the idea with a rapid prototype and then plan the path to production.
Are solutions deployed in the cloud or on-premise?
Both are possible. Depending on data sensitivity, regulation and usage volume, we recommend AWS, fully on-premise or a hybrid architecture combining the two.
How is pricing determined?
We prepare a tailored proposal based on scope, duration and team requirements. The proposal becomes clear after a short needs discussion.
Let's talk about your project
Tell us about your training, consulting or software needs and we will get back to you within 2 business days.