05/31/2026
AI is a powerful tool, but it often "hallucinates" when it comes to complex chronic health cases. Dr. Angie Martinez, MD, at Root Cause Functional Medicine sees the fallout when generic data-dumps replace systems-based orchestration.
If you have autoimmune overlap or multiple competing root causes, a generic AI health recommendation will consistently fail you. Algorithms operate on probability. They don’t understand biological sequencing or the clinical reasoning required to stabilize the metabolic terrain before intervention.
In the INSIGHT™ Method, I use AI to support data processing, but the interpretation of the pattern requires clinical human reasoning. An AI might suggest the "right" supplement for your symptoms, but it won't know if your system is prepared to handle it. Giving the right intervention at the wrong time is the most common mistake I see in functional medicine today.
Stabilizing the system first: mapping the terrain before you build the protocol: is something a chatbot can't do for you. The number looked normal. The pattern never did.
: Dr. Angie Martinez | Root Cause Functional Medicine
📍 Arvada, CO | Direct-pay functional medicine for complex chronic cases
See the clinical logic at www.drangiemartinez.com