Stratify
AI for Structuring Complex Decision Landscapes
Making Complexity Actionable
Stratify is the analytical system developed within the DeepDynamIQ initiative and applied in the CAIR Institute’s research and analysis projects.
It enables organizations to transform unstructured qualitative data, expert knowledge, and stakeholder perspectives into structured insight, system models, and actionable decision frameworks.
01
Structure
Qualitative data—documents, interviews, and expert inputs—are organized into coherent analytical elements.
02
Analyze
AI-supported methods identify patterns of meaning, assumptions, and causal relationships across perspectives.
03
Model for Action
Findings are translated into structured models of system dynamics—providing the basis for actionable insights, strategy design, and decision-making under complexity.
What Stratify Does
Stratify supports the analysis of complex environments by:
- structuring qualitative data (documents, interviews, workshops)
- identifying implicit assumptions and causal relationships
- mapping interactions between stakeholders and perspectives
- translating findings into dynamic, interpretable models
Rather than focusing on isolated data points, Stratify makes visible how decisions emerge and evolve in complex systems.
Core Capabilities
- Qualitative Data Structuring
Transforming unstructured inputs into organized analytical elements - Inference Analysis
Identifying hidden reasoning patterns, assumptions, and causal links - System Modeling
Building dynamic representations of problem landscapes and interactions - Decision Support
Enabling the development of strategies, policies, and interventions
How It Works
Stratify combines:
- qualitative research methodologies
- natural language processing and AI
- system-oriented modeling approaches
This creates a transparent and traceable analytical process, where insights remain linked to underlying data and reasoning structures.
Where It Is Applied
Stratify is used across multiple domains, including:
- organizational strategy and transformation
- governance and policy analysis
- innovation and multi-stakeholder environments
- qualitative and interdisciplinary research
Role within CAIR Institute
Stratify operationalizes the CAIR Institute’s approach of Inference Dynamics.
It functions as a research and analysis infrastructure, enabling:
- consistent and scalable application of methods
- integration of diverse data sources and perspectives
- development of structured outputs for decision-making