Overcoming Drift

Operational environments change, so Amigo treats drift detection as standard hygiene rather than an exception. This quick view highlights what matters for buyers evaluating reliability. For full instrumentation patterns and orchestration playbooks, refer to Drift Detection and Blueprint Evolution (Advanced).

What We Monitor

• Blueprint accuracy: Are we still measuring the right clinical and operational dimensions (e.g., vitals, care-team load) that describe the problem space?

• Cohort behavior: Do different patient segments respond the way our validated contracts expect?

• Arc contracts: Are guarded workflows—such as escalation protocols or discharge checklists—still safe under new data, regulation, or tooling?

How We Respond

1. Detect shifts through automated metrics and simulation coverage.

2. Replay raw evidence under refreshed blueprints to confirm the new reality.

3. Promote updated contracts only after verification suites pass.

Need the deeper methodology, including population-level audits of patient cohorts, replay pipelines, and “road” maintenance? Head to the advanced brief linked above.