

Strategic Customer Analytics Advisory & Education

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. To our knowledge, it is the first course of its kind in the Nordics.
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

Better decisions by focusing on what truly drives customer value.
Aligned teams through structured workshops and training

Better prioritization of the right initiatives across acquisition, retention, and growth.

Robust way of turning your data into concrete actions that drive measurable business impact.
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 organisation
The setup is tailored to your organisation, your priorities, and your challenges.
Focus (examples)
- Prioritisation of initiatives across acquisition, retention, and CRM
- Interpretation of analysis and decision support
- Design of experiments and evaluation of impact
- Support in strategic and operational decision-making
Outcomes
- Stronger decision-making capabilities across the organisation
- Clearer priorities and direction
- Increased impact from analytics and CRM efforts
Format
e.g. 3–8 sessions (typically 60–90 minutes per session) or ongoing collaboration 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 organisation, your data, and your priorities. Modules can also be selected individually.
The setup is tailored to your organisation, your priorities, and your challenges.

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
