Amigo's Design Philosophy

This page gives buyers and implementation leads a fast overview of the principles that guide Amigo’s architecture. For the full technical treatment—including the measurement-first reasoning loop and entropy stratification details—see the advanced brief, Amigo's Design Philosophy (Advanced).

Core Principles in Plain Terms

• Measurement-first decisions: Every workflow—starting with high-risk services such as virtual care triage or infusion management—is instrumented before automation so that evidence, not heuristics, governs behavior.

• Composable capabilities: Agents are assembled from reusable components (identity, context graphs, memory, actions) that can be swapped or audited independently when patient safety reviews demand it.

• Risk-calibrated autonomy: High-stakes steps stay tightly guided (e.g., medication adjustments), while lower-risk education and follow-up zones keep flexibility for discovery without compromising safety.

When You Need More Depth

If you are designing new services, auditing our macro-design approach, or preparing to extend the platform, jump to the advanced brief linked above. It walks through the measurement→causality→sparsity loop and the macro-design feedback systems in detail.