Support development
ChatGPT and Codex assist with software and website development, analysis, documentation, and quality assurance within an expertly managed workflow.
AI in use at mse
We put AI to productive use.
For greater efficiency and faster delivery.
mse already uses ChatGPT, Codex, and other AI services for development, research, documentation, and communication. We apply this practical experience to suitable customer processes so both sides benefit from faster workflows, higher productivity, and controlled quality.
Faster deliveryLess manual effortIntegrated into processesDesigned for everyday workReviewed by expertsPeople remain in control
Productivity gain
More output in less time. Billed fairly.
AI-supported ways of working reduce manual effort and accelerate delivery. In addition to the professional work that remains necessary, separate AI service units may apply.
We bill these transparently and at a lower rate than traditional consulting hours. Customers benefit from shorter lead times and lower total costs while usage-based costs of modern AI systems are accounted for fairly.
The key is a purposeful division of work: AI handles suitable preparatory and structuring steps. Our experts interpret and review the results while retaining professional responsibility.
From manual effort to a combined service model.
Traditional3–4consulting hours
AI-supported Significantly lower total cost
Expert workabout 1consulting hour
+AI support1AI service hour
Illustrative view of a suitable use case. Actual effort and savings depend on the task, data quality, scope, and required review.
AI in practice
Turn everyday work into a valuable use case.
We already use AI across different areas of our work and turn that experience into transferable solutions for recurring knowledge and communication processes.
Structure research
Gather information faster, assess sources and statements, and prepare extensive material for focused further work.
Turn transcripts into minutes
Transform Teams transcripts into structured meeting minutes, decisions, open items, and concrete tasks.
Improve content
Make technical text, customer communication, and website content clearer, more consistent, and better suited to its audience.
Summarize tickets
Condense longer ticket histories into current status, findings, decisions, and the next meaningful steps.
Condense BCS communication
Summarize communication within a task and make the current work status easier for project participants to understand.
ChatGPT and Codex are products of OpenAI. Model and service selection depends on the use case, data, availability, and agreed operating framework.
From idea to everyday work
Start small. Validate value. Integrate responsibly.
Identify opportunities
We analyze recurring knowledge work and select tasks where AI can create measurable value.
Develop the use case
Data sources, instructions, target output, human oversight, and quality criteria are defined together.
Integrate the process
We test the solution with realistic cases, document the workflow, and refine it based on the results.
Our billing model
Both sides benefit from the productivity gain.
No artificial compensation
We do not simply continue billing the hours previously required. Human expertise and AI-supported processing remain clearly separated.
A tangible customer benefit
The combination reduces delivery time and total cost. Customers benefit directly from the higher productivity.
A fair AI service unit
The lower-priced AI service hour accounts for model, token, platform, and infrastructure costs as well as reliable service delivery.
No billing by individual token: The AI service hour is an understandable commercial service unit, not a technical measure of compute time or a replacement fee for consulting hours saved.
Responsibility & quality
AI supports. People decide.
Productive use requires clear rules. We define data access, quality controls, and responsibilities from the start and review results according to their significance.
Use data deliberately
Information is processed only within the agreed framework and with suitable services.
Review results
AI output does not become a decision or binding work product without appropriate review.
Define responsibility
Professional review, approval, and accountability remain with the people assigned to them.
Customer Relations
Where could AI meaningfully accelerate your work?
Together, we review recurring tasks and identify a clearly defined use case with realistic value.