Successful AI Projects Start Here

AI Consulting for Business

We guide you through the development and implementation of customized AI strategies – from classic machine learning models to Generative AI and Agentic AI.

Schedule a No-Obligation Initial Consultation

Agentic AI visualisiert: Autonome Intelligenz in einer digitalen Gehirnarchitektur

Why AI Consulting Is Worth It for Your Business

ChatGPT, Microsoft Copilot, and similar tools have pushed AI into the spotlight. Many companies are developing their own prototypes, but the step from an idea to a productive solution is demanding. Especially in complex business environments, projects often fail due to a lack of process integration, heterogeneous IT landscapes, or unclear objectives.

What Companies Need Now for Their AI Transformation

We help you cut through the complexity instead of just chasing trends. With experience from classic machine learning, Generative AI, and Agentic AI projects, we develop solutions that are not only technically impressive but also effective in day-to-day business operations. Four factors are crucial for this:

Clear methodology and analytical foundations

End-to-end view of processes and systems

Reliable implementation in complex IT landscapes

Sustainable integration into daily business operations

This is how we create solutions that are secure, scalable, and practical.

The Difference Is in the Implementation

Not every AI is right for every project. Standard solutions fall short or get stuck in the prototype stage. The key is to choose the right technology for the specific use case – and successfully integrate it into daily business operations. This is exactly where we support you.

HMS has mastered the entire spectrum of modern AI and brings the experience to apply classic AI, Generative AI, and Agentic AI in a targeted manner. This way, we ensure that you don't just experiment with technologies, but achieve concrete results that align with your goals.

Which AI approach is right for your project? Find out:

Classic AI & Data Science

Do you want to analyze data, make predictions, or automate processes?

Data science, machine learning, and deep learning provide transparency and efficiency.

Generative AI

Do you want to make knowledge accessible, generate text, or provide interactive applications?

Generative AI opens new possibilities for productivity and innovative content.

... learn more.

Agentic AI

Are you thinking about systems that independently manage tasks and make decisions?

Agentic AI enables proactive action and supports complex decisions in daily operations.

... learn more.

Depending on the project requirements, a combination of different AI approaches, supplemented by classic software engineering, can be the key to the solution. We guide you through this process with experience, structure, and foresight.

Let's find the right approach for your company together.

Schedule a No-Obligation Initial Consultation

Our AI Consulting Process

Structured, practical, and aligned with your goals – we guide you step by step.

Analysis & Goal Definition

We assess your current situation, data, and objectives. This clarifies where AI can create real added value.

Strategy & Roadmap

Based on the analysis, we develop a roadmap: which AI approach is suitable, which steps are sensible, and what are the opportunities and risks.

Prototyping & Proof of Concept

We test ideas in small pilot projects. This gives you certainty before making larger investments.

Implementation & Integration

We transfer the successful approaches into your processes and systems. We pay close attention to security, scalability, and smooth operation.

Operation & Further Development

After the go-live, we continue to support you. Training, support, and continuous optimization ensure long-term success.

Schedule a No-Obligation Initial Consultation

Benefit from Our Experience

Why HMS Is the Right Partner

With HMS, you choose a partner that combines AI consulting with technological competence and many years of project experience. Our consulting is practical, technology-agnostic, and aimed at measurably supporting your goals.

20+ Years of Experience in AI Projects

We know the typical challenges and develop effective solutions.

Holistic Technology Expertise

We provide support from classic machine learning to Generative and Agentic AI, including data engineering, MLOps, and system integration.

Practical & Sustainable

Our solutions support you from PoC to stable operation, including change management and training.

Trust That Counts – Confirmed by BARC

Our clients value our work – as shown by Europe's largest independent user survey in Data & Analytics (BARC, 2025):

100%

Recommendation Rate

100%

Project Goal Achievement

96%

Life Science / Pharma

HMS replaced a 25-year-old central SAS-based system with a modern, cloud-native Statistical Computing Environment (SCE) for analyzing clinical studies for Germany's largest pharmaceutical company.

Benefits:

Integration of the SCE web app with SAS Studio under SAS Viya for seamless workflows
System design with AWS services for optimal data security and access
Automated validation strategy to simplify regular release deployments

Case Study anschauen

GenAI-Supported Transformation: Migration from SAS to AWS

Finance

Our solution contributed to the modernization of core SAS BI landscapes by successfully facilitating the transition to the cloud. We effectively used GenAI for automated code migration to Python.

Benefits:

Long-term cost-effectiveness and efficiency of BI applications
Architecture meets BaFin requirements
Process optimization through consolidation and professionalisation of processes

Read Case Study

LLM-Based Natural Language SQL Queries

Healthcare / Life Science

Our solution enables natural language SQL queries through a chatbot interface, allowing users without technical expertise to access corporate data.

Benefits:

Democratised data access
Increased efficiency
Informed decision-making

Read Case Study

Analysis of Free Text Data Through Automated Content Tagging

Healthcare / Pharma

Our solution for tagging and structuring content transforms previously untapped free text data into valuable, analysable information, thereby enhancing the data foundation within companies.

Benefits:

Faster classification, evaluation, and structuring of data
Expansion of the data foundation
Informed analysis and decision-making

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Large-Scale RAG System for Efficient Information Retrieval

Chemicals

Our system allows researchers to accurately search a vast amount of internal research data using natural language, enabling them to quickly obtain the necessary information.

Benefits:

Enhanced search quality
Optimal user guidance
Increased user trust

Read Case Study

FAQs—Frequently Asked Questions about AI Consulting

What does HMS mean by AI consulting?

For us, consulting doesn't mean creating concepts or strategy papers and leaving the rest open. Our focus is on implementation: from identifying relevant use cases and technical integration into complex system landscapes to operation, training, and change management. At HMS, AI consulting means not only planning solutions but reliably bringing them into day-to-day business operations.

Which AI technology is right for my company?

We analyze your data situation, your goals, and your processes. This way, we not only select the right AI technology – be it classic AI, generative AI, or Agentic AI – but also ensure a perfect fit for your environment.

How does a typical AI project with HMS start?

In a no-obligation initial call, we discuss your challenges. This leads to a roadmap – from the first analysis and AI consulting to scaling in operation.

What is the difference between classic AI, generative AI, and Agentic AI?

Classic AI analyzes data and automates processes. Generative AI creates content and makes knowledge accessible. Agentic AI controls systems independently. Together, these approaches form a toolkit that we use to implement your requirements in a targeted manner. In our AI consulting, we show you how to select the right technology for your goals.

Which industries benefit most from your AI consulting?

Our strengths lie in complex and regulated industries such as pharmaceuticals, insurance, manufacturing, and energy. In these sectors, we combine technological expertise with a clear understanding of security, compliance, and scalability.

How long does an AI project with HMS take?

A pilot project (PoC) can deliver results in just a few weeks. For larger rollouts, we plan for several months – depending on the scope and complexity.

Christoph Bergen

Team Lead GenAI

Who can I contact with my questions and for the next steps?

An experienced contact person will be at your side from the very beginning – from the initial assessment to further planning.

This gives you a direct point of contact who knows your requirements and guides the process.

Schedule a No-Obligation Initial Consultation