ADE
Adaptive Decision Engine
A decision-intelligence engine that turns raw, noisy data into a recommendation carrying its reason and its confidence. Not bound to one industry: the core is deterministic and verticals plug into it.
In development
production certification in progress
- Implemented capability packages
- 12Implemented capability packages
What ADE produces
The engine does not return bare numbers. Every decision arrives in three parts: what to do, why, and how confidently.
- Recommendation
- A single action that can be taken.
- Reason
- Which cluster, which score, and which rule the decision rests on.
- Confidence
- How well the decision holds up.
The pipeline
Data → Insight → Score → Recommendation → Decision. The steps between are the implemented packages themselves:
Aggregation and compression
the input is simplified and the noise drops.
K-Means clustering
similar behaviour is grouped.
Regression and prediction
what is likely to happen is estimated.
Fuzzy evaluation
reasoning in partial truth: low, medium, high.
Scenario analysis
options are compared.
Confidence evaluation
the result's strength is measured.
Recommendation generation and decision lifecycle
the decision is recorded and tracked.
Verticals
TourismADE is ADE's production-reference vertical: a plugin inside ADE, not a separate Sunsato product. Energy optimization was the first MVP direction, not a permanent boundary.
Because the core stays domain-neutral, a new vertical plugs in without changing it.