EVAIRO, LLC is a technology development and managed services firm dedicated to evolving how humans and machines interact in high-stakes environments. We believe that technology only succeeds when it accounts for the "Human Factor"—the cognitive, physical, and organizational realities of the people who use it.

Our Core Philosophy

Founded on the principles of Human Factors Engineering, EVAIRO moves beyond theory into Applied Operations. We don't just research prototypes; we deploy integrated technology stacks that solve critical labor shortages, improve safety, and deliver measurable results.

Our Current Focus: The 2026 Hygiene Revolution

We have identified the Commercial Cleaning Industry as our primary theater for innovation. This sector is currently strained by massive labor gaps and inconsistent standards. EVAIRO is bridging this gap by:

• Partnering with Industry Leaders: Collaborating with hardware pioneers to refine and deploy advanced hygiene systems.

• Fleet Integration: Deploying autonomous floor-care robots that handle the "Dull, Dirty, and Dangerous" work.

• Human Factor Optimization: Training a new generation of "Robot Pilots"—skilled operators who manage high-tech fleets with precision and data-driven insights.

The Road Ahead

While our current vertical is industrial hygiene, EVAIRO is built to scale. Our methodology—combining Human Factors research with operational excellence—is designed to be applied across logistics, healthcare, and beyond. We are not just cleaning buildings; we are building the blueprint for the future of work.

Symbolism of the EVAIRO Spiral

The EVAIRO logo features three upward spiral lines representing humans, AI, and robots—co-evolving in harmony. The bottom line is the human, symbolizing our commitment to human-centered systems. 

Three lines = Three agents:

• Bottom line → Human
  – Foundation, grounding force, ethical center

• Middle line → AI
  – Adaptive, interpretive, connecting agent

• Top line → Robot
  – Embodied capability, execution, interface

Together → Coevolving spiral upward

• Represents interdependence, shared trajectory, and growth

The symbol is based on the following papers that explain how human, AI, and robot co-evolve. 

1. Huang, L., Picart, J., & Gillan, D. (2020). Toward a generalized model of human emotional attachment. Theoretical Issues in Ergonomics Science (TIEs). DOI: 10.1080/1463922X.2020.1790690 | pdf
   
   

2. Huang, L. (2025, March 6). SYNC (Synergistic Yield of Networked Co-evolution): Advancing Human–AI Teamwork for Human Well-being. ICLR 2025 Workshop on Human-AI Coevolution. https://openreview.net/forum?id=g9Z0pYNpBb&noteId=g9Z0pYNpBb