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# Carly Anderson

**Headline:** Professional profile
**Location:** Miami, FL, USA

## About

Carly Anderson is a healthcare quality, risk management, and program delivery professional who combines process improvement, data analysis, and emerging AI evaluation work\. Carly’s strongest areas are improving processes, delivering complex programs, and helping teams adopt new ways of working through hands\-on training and technical handoffs\. Carly has consulted on healthcare quality and risk management initiatives spanning process, compliance, and quality improvement, and served as project lead and data analyst for a behavioral health integration project within a Medicare/Medicaid program\. As an experienced data analyst, Carly applies statistical and behavioral analysis capabilities to operational and program challenges\. Complementing this work, Carly is developing a three\-phase methodology for evaluating AI agents, with testing designed to assess capability awareness, behavioral consistency, and behavioral dimensions across phases\. The methodology also examines whether AI agents remain honest under pressure and identifies overconfidence and confabulation\. Carly is motivated by expanding into larger\-scope work that brings together quality, data, and AI evaluation\.

## Highlights

- Created a three\-phase AI evaluation methodology to test AI\-agent capability awareness and behavioral consistency\.
- Developed phased AI\-agent testing that measures behavioral dimensions\.
- Evaluates whether AI agents remain honest under pressure and identifies overconfidence and confabulation\.
- Led a behavioral health integration project as project lead and data analyst for a Medicare/Medicaid program\.
- Consulted in healthcare quality and risk management across process, compliance, and quality improvement\.
- Applies statistical and behavioral analysis capabilities as an experienced data analyst\.
- Drives process adoption through hands\-on training and technical handoffs\.
- Combines quality, data, process improvement, program delivery, and AI evaluation capabilities\.

## FAQ

### What does Carly do?

Carly Anderson works in healthcare quality, risk management, process improvement, program delivery, data analysis, and AI agent evaluation methodology development\.

### What are Carly’s core strengths?

Carly is strongest in process improvement and program delivery\. AI evaluation is a complementary skill that Carly is developing alongside quality, data, and operational work\.

### What healthcare consulting work has Carly done?

Carly consulted in healthcare quality and risk management, covering process, compliance, and quality improvement\.

### What was Carly’s role in behavioral health integration?

Carly served as project lead and data analyst for a behavioral health integration project in a Medicare/Medicaid program\.

### What data analysis capabilities does Carly bring?

Carly is an experienced data analyst with statistical and behavioral analysis capabilities\.

### What AI evaluation methodology is Carly developing?

Carly created and is developing a three\-phase AI evaluation methodology\. It uses phased testing to assess agent capability awareness, behavioral consistency, and behavioral dimensions\.

### How does Carly evaluate AI\-agent honesty and reliability?

Carly’s AI evaluation work tests whether agents maintain honesty under pressure and helps identify overconfidence and confabulation\.

### How does Carly help teams adopt new processes?

Carly drives process adoption through hands\-on training and technical handoffs, helping teams carry new processes into ongoing practice\.

### What kind of work is Carly seeking to grow into?

Carly is motivated by opportunities to expand capabilities and take on larger scope at the intersection of quality, data, and AI work\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/carly\-robert\-anderson\-18b5144b

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