Behavioral Decision Friction Model
Predict where users hesitate, abandon, or delay progress inside a workflow.
Models
Public models for understanding what systems are likely to do.
Magna Conscius builds models to predict behavior, learning, incentives, and failure modes. These models are not abstract labels. They are working frames for better decisions.
Current Models
What Magna Conscius is trying to predict.
Learning Retention Model
Estimate whether a learning system creates retained understanding or only short-term completion.
System Incentive Distortion Model
Identify where incentives push a team or system to optimize the wrong outcome.
Why Models Matter
Strategy gets stronger when assumptions become inspectable.
A model makes hidden assumptions visible enough to test.
A model defines what variables matter and what failure would look like.
A model turns vague interpretation into a prediction problem.