

Strategic Customer Analytics Advisory & Upskilling

Many companies today have access to more customer data than ever before – yet few succeed in turning it into better business decisions.
Despite significant investments in analytics and AI, the core challenge remains the same: which decisions should be made, and how can data actually be used to improve them?
We developed and teach the course Strategic Customer Analytics at the University of Vaasa, one of Finland's leading business schools. The focus is practical: helping companies understand customer value, prioritise the right initiatives, and make better decisions under uncertainty.
We now offer selected parts of this as company-specific workshops, advisory, and course modules – for organizations that want to move from reporting to real, commercially relevant decisions based on customer data.
Value

- Decisions grounded in customer value, not just reporting
- Clear prioritisation across acquisition, retention and growth

- From analysis to action – not dashboards

- Stronger alignment between business and analytics
Company-Specific Workshop
Strategic Customer Analytics in your organization
Each workshop is tailored to your business, your data, and your decisions. It challenges existing assumptions and brings new perspectives into the organisation, creating alignment and momentum across teams around the decisions that matter most.
Focus (examples)
Where is customer value created – and where is it lost?
How should you balance acquisition, retention, and expansion?
Which decisions need better analytical support?
Outcomes
A clearer understanding of your customer base
Stronger decision frameworks
Concrete priorities moving forward
Format
Half-day or full-day



Strategic Advisory
Strategic Customer Analytics in your organization. We run focused sessions to align your organization around customer value, key decisions, and priorities.
The focus is on prioritizing, structuring, and guiding analysis to support better decisions – rather than executing analysis itself. When needed, analytical work can be scoped as separate projects.
Focus (examples)
- Prioritisation of initiatives across acquisition, retention, and CRM
- Structuring and guiding analysis to support decision-making
- Design of experiments and assessment of impact
- Support in key strategic and operational decisions
Outcomes
- Stronger decision-making capabilities across the organization
- Clearer priorities and direction
- Greater impact by connecting analysis directly to decisions
Format
90-minute sessions, as a one-off or in an ongoing setup with key stakeholders in CRM, marketing, analytics, or management

Module Series (Internal Training)
The modules are based on our university course Strategic Customer Analytics. The programme can be tailored to your organization, your data, and your priorities. Modules can also be selected individually.

Focus (examples)
- Module 1: From Data to Decisions (Decision-Driven Analytics)
- Module 2: Understanding and Analysing the Customer Base (Customer-Base Audit)
- Module 3: Prioritising with Customer Value (CLV & Predictive Analytics)
- Module 4: Testing What Actually Drives Impact (Experiments and Causal Inference)
Outcomes
Format
Course modules for teams within CRM, marketing, and analytics
