From GenAI Prototype to a Sound Decision
A GenAI prototype can often be created quickly. Whether it develops into an application that actually works in the company depends on other factors:
- Is the use case a relevant business problem?
- Is the required data available and usable?
- How does the solution integrate with processes, access permissions, and existing systems?
- What are the requirements for quality, governance, and operations?
Our GenAI consulting is designed for companies that want to assess a specific use case before making an investment, integration, or implementation decision. It provides an initial basis for decision-making before a model, platform, or project scope has been defined.
The Offering
What the GenAI Use Case Assessment Includes
This free consultation focuses on a specific GenAI use case. We discuss your objectives, the business context, and the current status of your initiative. We then map out relevant data, systems, interfaces, and security and operational requirements. The session typically lasts 45 to 60 minutes, including a brief follow-up.
General AI training, tool demonstrations, or the development of a complete technical and architectural concept are not included. If your project requires more in-depth analysis, we will recommend a suitable follow-up format based on the initial assessment.
What You Will Know After the Consultation
- whether the GenAI use case makes business sense and appears technically feasible
- which data, systems, processes, and permissions are relevant
- which risks and governance requirements should be considered early on
- whether further analysis, a GenAI proof of concept, or an implementation project is appropriate
Inquiry and Preliminary Review
You submit your AI use case using the form. HMS will review whether the use case is sufficiently specific and fits the consulting format.
Initial Consultation and Goal Setting
In 15 minutes, we'll clarify your objectives, the business context, the processes involved, and the current status of your project.
In-Depth Analysis (30 minutes)
If the initial conditions are suitable, our GenAI experts delve deeper into the relevant questions regarding data, architecture, integration, and operations.
Recommendation on Next Steps
You will receive a brief summary and a well-reasoned recommendation for further exploration, a proof of concept, or implementation.
Real-World Examples
Generative and Agentic AI in Corporate Settings
The following HMS projects demonstrate how GenAI and agentic AI applications can be used for various business tasks. To achieve this, HMS combines AI engineering, software engineering, and architectural work, and integrates the solutions into existing data, process, and system landscapes.
Automated Market and Competitive Analysis with Agentic AI
HMS developed an Agentic AI solution for a global pharmaceutical company that automatically collects and reviews market and competitive intelligence and makes it available for reports and ad hoc queries.
Enterprise Search with AI for Complex Research Queries
HMS developed a RAG-based chatbot for a global chemical company. The system handles complex research queries in natural language and delivers traceable answers with source citations.
Identify Pharmaceutical Trends Earlier with AI-Powered News Analysis
HMS developed a platform for an international pharmaceutical company that analyses news, clusters topics, and highlights emerging developments. This gives business teams a stronger basis for market monitoring and regular updates.
Why HMS
GenAI Consulting with a Focus on Integration and Operations
We evaluate GenAI use cases within their business and technical contexts. Data access, interfaces, permissions, governance, and operations are factored into the assessment from the outset. As a 100% independent company, we recommend technologies based on the requirements of each specific project.
What HMS brings to the evaluation:
- Experience ranging from use case selection to the production deployment of GenAI
- AI and software engineering for integration into existing system landscapes
- Early consideration of security, governance, and operational requirements
- Practical experience with RAG architectures, agent-based systems, and integrated workflows
For companies with a specific GenAI use case that needs to be evaluated from a business and technical perspective before making an investment, integration, or implementation decision. For general introductions, training sessions, or simple tool demos, a different format is more appropriate.
An initial description of the desired outcome and the process in question is sufficient for the preliminary review. Information about the available data, the systems involved, and pending decisions is also helpful.
No. GenAI consulting can take place before a technology decision is made. We assess the requirements and overall conditions before considering suitable models, RAG architectures, or platforms. Only then do we evaluate which models, platforms, and technical approaches are appropriate.
We incorporate relevant requirements regarding data protection, traceability, roles, permissions, and operations into our assessment at an early stage. In regulated environments, we we include the relevant audit and documentation requirements in our recommended next steps.
Yes. HMS supports GenAI projects from use case selection through architecture and development through integration and validation to production deployment and operation. The initial assessment determines the best next step for your project.
