Hale AI Implementation at a Fortune 500 Healthcare Company

“Shadowing was hit and miss. You may not find a good call to shadow and may have to move on to the next nurse. Hale AI was the only way to get a good view of how the nurse is talking to the patient—especially around soft skills.” — Care management coach

Hale AI Implementation at a Fortune 500 Healthcare Company

Hale AI was implemented at a Fortune 500 healthcare company in partnership with their clinical coaching team, supporting approximately 300 telephonic care management registered nurses (RNs). The goal was to help clinicians practice complex patient interactions through AI-powered simulations and receive structured feedback to improve clinical performance.

The implementation began with a coach-led testing and calibration phase. Clinical coaches first evaluated the simulation scenarios, scoring models, and reporting tools to ensure they accurately reflected real patient conversations and clinical expectations. This step helped align the platform with the organization’s care management protocols and coaching standards.

After calibration, Hale AI was rolled out in cohorts of nurses using a structured training cycle. Each group completed baseline simulations to establish their starting performance level. Coaches then reviewed the results, provided targeted guidance, and nurses continued practicing through additional simulations. Follow-up assessments were conducted to measure improvement and reinforce clinical behaviors.

Through this phased implementation, nurses were able to engage in realistic AI-driven patient role plays, practice handling complex clinical scenarios, and receive immediate feedback based on their conversations. This process enabled the organization to create a consistent and scalable training system while providing coaches with objective insights into clinician performance.

One registered nurse described Hale AI as providing a clear blueprint for what an ideal call should look like—especially after transitioning from hands-on environments where phone-based clinical work felt less structured.