From buzzwords to business impact. AI and data are everywhere, but most companies struggle to move from hype to results. We help you build a clear AI and data strategy, from assessing your assets to defining use cases and implementation paths. With our expert teams, we are leveraging AI to address your most significant challenges and unlock value from data.
What we offer
What we offer
What we offer
Data landscape analysis
Discover the data you already have and its quality.
Data landscape analysis
Discover the data you already have and its quality.
Data landscape analysis
Discover the data you already have and its quality.
AI use case development
Identify, prioritize, and validate business cases.
AI use case development
Identify, prioritize, and validate business cases.
AI use case development
Identify, prioritize, and validate business cases.
AI readiness assessment
Determine your organization’s maturity level to fully leverage AI.
AI readiness assessment
Determine your organization’s maturity level to fully leverage AI.
AI readiness assessment
Determine your organization’s maturity level to fully leverage AI.
Data governance & compliance
Ensure GDPR/nDSG readiness to be on the safe side.
Data governance & compliance
Ensure GDPR/nDSG readiness to be on the safe side.
Data governance & compliance
Ensure GDPR/nDSG readiness to be on the safe side.
Implementation playbooks
Develop concrete steps from idea to MVP.
Implementation playbooks
Develop concrete steps from idea to MVP.
Implementation playbooks
Develop concrete steps from idea to MVP.




Book an
explanatory talk
Let's talk about your vision. Schedule a free consultation to find out if we're the right fit for you.
Our approach
Our approach
Our approach
We put business outcomes first and technology second.
Outcome-driven
Measurable impact instead of fancy experiments
Outcome-driven
Measurable impact instead of fancy experiments
Outcome-driven
Measurable impact instead of fancy experiments
Industry-specific
Tailored strategies for your sector/industry
Industry-specific
Tailored strategies for your sector/industry
Industry-specific
Tailored strategies for your sector/industry
Responsible AI
Ethical, compliant, and explainable
Responsible AI
Ethical, compliant, and explainable
Responsible AI
Ethical, compliant, and explainable
Typical projects
Typical projects
Typical projects
AI strategy for a healthcare organization
AI strategy for a healthcare organization
AI strategy for a healthcare organization
AI strategy for a healthcare organization
Data quality assessment for financial services
Data quality assessment for financial services
Data quality assessment for financial services
Data quality assessment for financial services
Use case sprint for a logistics company
Use case sprint for a logistics company
Use case sprint for a logistics company
Use case sprint for a logistics company
Governance framework for handling sensitive data
Governance framework for handling sensitive data
Governance framework for handling sensitive data
Governance framework for handling sensitive data
Case studies
Case studies
Case studies
Frequent questions
Frequent questions
Frequent questions
Do we need lots of data for AI?
Not necessarily. Many use cases work with existing datasets or external sources.
Do we need lots of data for AI?
Not necessarily. Many use cases work with existing datasets or external sources.
Do we need lots of data for AI?
Not necessarily. Many use cases work with existing datasets or external sources.
What about compliance?
We design strategies that fully respect Swiss and EU data protection regulations.
What about compliance?
We design strategies that fully respect Swiss and EU data protection regulations.
What about compliance?
We design strategies that fully respect Swiss and EU data protection regulations.
How long until we see results?
Early prototypes can be tested within weeks. Long-term strategies evolve over months.
How long until we see results?
Early prototypes can be tested within weeks. Long-term strategies evolve over months.
How long until we see results?
Early prototypes can be tested within weeks. Long-term strategies evolve over months.
Other services in category
Other services in category
Other services in category
Ready to create
impact?

Ready to create
impact?

Ready to create
impact?

Services
Projects
© 2025 mühlemann+popp AG
Services
Projects
© 2025 mühlemann+popp AG
Services
Projects
© 2025 mühlemann+popp AG