Understanding Optimizations

DEXTRUM's optimization engine runs a multi-step cognitive loop every day. Here's how it works.

The Cognitive Loop

Each optimization cycle follows six steps: Perceive, Analyze, Hypothesize, Validate, Act, and Learn. This isn't a simple if/then automation, it's genuine reasoning about your account.

Confidence Scores

Every proposed optimization receives a confidence score from 0-100. Higher scores indicate stronger evidence supporting the change. You can set minimum confidence thresholds in your guardrail settings.

Impact Tracking

After every optimization, DEXTRUM tracks the outcome to validate whether the change had the expected effect. This feedback loop drives continuous improvement.