Introducing ServiceMatrix

Physical AI’s success depends on human adoption.

Physical AI’s success depends on human adoption.

Physical AI’s success depends on human adoption.

ServiceMatrix models human behavior in healthcare. Test and plan for adoption of new services.

ServiceMatrix models human behavior in healthcare. Test and plan for adoption of new services.

Adoption sticks when it works for people.

Adoption sticks when it works for people.

Adoption sticks when it works for people.

You bought a Roomba to clean for you. Then came the reality: moving furniture, clearing cables, deciding where it lives, when it runs, who empties it. You adapted the home to the robot before it earned its place.

You bought a Roomba to clean for you. Then came the reality: moving furniture, clearing cables, deciding where it lives, when it runs, who empties it. You adapted the home to the robot before it earned its place.

Adoption curve animation

Based on “Hype Cycle for Agentic AI," April 2026.

Now scale that to a hospital. Corridor sizes, robot roles, standby locations, handoffs, resets. Doctors and nurses re-sequence tasks, wait in new places, defer and front-load differently. New systems succeed or fail on the human system they land in.

Now scale that to a hospital. Corridor sizes, robot roles, standby locations, handoffs, resets. Doctors and nurses re-sequence tasks, wait in new places, defer and front-load differently. New systems succeed or fail on the human system they land in.

Better experience drives service performance.

Better experience drives service performance.

Better experience drives service performance.

To see how experience shapes performance, you have to model the interactions in detail. Thousands of scenarios reveal which behaviors create which failures.

To see how experience shapes performance, you have to model the interactions in detail. Thousands of scenarios reveal which behaviors create which failures.

Patient throughput vs. experience and staff effectiveness. Metrics don’t move together — they trade off in patterns that only emerge across many runs.

Insights

Insights

Insights

Getting started

Model it. Measure it. Then build it.

Getting Started

Model. Measure. Optimize. Your future service ecosystem.

Getting Started

Model. Measure. Optimize. Your future service ecosystem.