Designing for the questions you’ll want to ask later
Most systems are built around screens, not questions. We design your data so future questions about risk, operations, and performance can actually be answered.
- Entities and relationships mapped clearly
- Consistent identifiers across systems
- Event models that reflect what really happens
ML-ready without ML hype
You don’t need a model in production to benefit from ML-ready design. You just need clean, well-structured data and a way to access it without heroic effort.
- Schemas designed for downstream analytics and ML
- Versioned changes so history isn’t lost
- Documentation that engineers and analysts can trust
We meet you where you are
Whether you’re rebuilding a legacy system or starting something new, we focus on practical steps that improve data quality without stalling the project.
Discuss your system design