Data Platform Fit
ExplainerEvaluate workload characteristics and recommend the most appropriate data platform architecture pattern.
Why This Model Exists
Data platform choices are often made using tooling preference or trend momentum, rather than explicit workload-fit analysis.
This model applies deterministic rules across data volume, latency, analytics patterns, and governance constraints to provide explainable platform recommendations.
Decision Tool
Launch Tool
When you are ready to evaluate your own architecture inputs, use the live decision tool in the lab.
Decision Tool
Data Platform Fit Analyzer
Recommend Data Warehouse, Lakehouse, Streaming, or Hybrid architecture based on workload fit and governance constraints.
Open in Lab →Framework Alignment
- Cloud Adoption Framework
Cloud Architecture
- TOGAF Enterprise Architecture Principles
Enterprise Architecture