Reduce Risks in Change Management
Transformation projects often fail because employees cannot recognize the personal meaning behind the changes. Processes appear abstract and increase perceived workload without visible benefits. Therefore, implementation often fails due to a lack of understanding of cultural differences, processes, and real work practices. The expected synergies and efficiency gains fail to materialize.
Data and data-driven decisions form the backbone of successful change management. High-quality data is crucial for making informed decisions and precisely defining challenges that require creative solutions. Through numerous projects, we've observed that data quality often presents the greatest process challenge, typically remaining hidden until serious project issues emerge.
In change management, as with all challenges, three key factors determine success:
Analysis quality
Options quality
Decision process
These factors determine decision accuracy, reveal risks, and enable systematic risk minimization in transformation processes and change management. We developed the R3 data-driven consulting framework specifically to address these challenges.
R3 data-driven consulting framework
R3 Reasoning - Hybrid Data Analysis
- AI-supported exploration of qualitative data from interviews, co-creation workshops, and customer research
- Generates data-driven problem stories and prioritized user requirements
- Forms foundation for creative solution development
R3 Relating - Data-Driven Insights
Expert data analysis
- Development of custom data viewports
- Strategic visualization for insight generation
- Creates basis for efficient solution strategy development
R3 Revealing - Tangible Solutions
- Develops data-driven scenarios, strategies, and prototypes
- Supports decision-making through continuous validation
- Enables iterative improvement through ongoing data refinement
Key Benefits of R3 for Product development:
Efficient User-Centric Approach
Cost-effective qualitative data collection
AI-supported analysis
Precision-driven development
Risk Minimization
Eliminates guesswork
Data-driven process reduces expensive late-stage corrections
Enables early problem identification
Enhanced Collaboration
Shared data access through chat interfaces and viewports
Accelerates committee decisions
Enables evidence-based discussions
Authentic Participation
Streamlines co-creation management
Integrates all stakeholders in development process
Enables data-driven collaborative development
Transforms stakeholders from mere data sources to active participants
The R3 framework combines human decision-making strengths with precise data-driven analysis, creating a robust foundation for successful product development.
Getting Started
We begin with a thorough assessment to define project parameters. Our R3 services are packaged for straightforward budget planning and seamlessly integrate with agile environments.