hairchair/OS
// Patent-pending · Cleveland, OH

hairchair/OS

The next evolution of haircare isn’t a new product.
It is an intelligent ecosystem.

— Eva-Jessy Guech, Founder & Systems Architect

A workstation that thinks.

Professional salons run on craft, repetition, and physical strain. Stylists hold their arms above their shoulders for six hours at a time. Clients with textured, coily, or non-standardized hair are routinely under-served by tools and AI trained on European hair textures. Salon owners manage twelve software systems and zero of them talk to each other.

HairChair is a robotic mechatronics platform engineered as one integrated salon workstation — chassis, embedded 7-DOF arm, hot-swappable end-effectors, spatially-indexed scalp analysis, and a role-based software layer built for the entire salon team.

We are not adding a feature to the chair. We are redefining what the chair is.

Three systems. One ecosystem.

Each layer ships with the chair. Each layer also stands alone as a separate commercial surface.

// Hardware

The Workstation

A purpose-built salon chair with an embedded 7-DOF cobotic arm, omnidirectional mecanum drive, and a Universal Hot-Swappable Interface for interchangeable end-effectors — Smart Comb, product dispenser, hair-tool gripper, braiding cell.

  • · ISO/TS 15066 force-limit compliant
  • · Biometric Reflex Protocol (3 layers)
  • · Wheelchair-docking accessibility port
  • · DIN-rail compute, swap-in SOM ready
// Software

HairChair OS

A role-based platform spanning Clinical AI, Client, Stylist, Salon Owner, and Dev/Admin. Fleet telemetry, block-programming for custom procedures, embedded social layer for the salon community, and an RAG engine tuned on professional cosmetology literature.

  • · Five authenticated role dashboards
  • · Real-time fleet & chair-state telemetry
  • · Block-programming for styling procedures
  • · Vector-indexed knowledge base
// Database

The Weather Map

A spatially-indexed topographical model of scalp characteristics — porosity, hydration awareness, follicular density estimation — rendered as color-coded zones that guide product application and styling toolpaths. Built explicitly to honor textured-hair morphology.

  • · 50×50 zone scalp resolution
  • · Depth + microscopic optical pipeline
  • · LeRobot dataset-formatted episodes
  • · Tuned for non-standardized hair types

Engineered for the hardest environment.

A working salon is chaotic, high-motion, multi-actor, and physically intimate. Most cobotics frameworks fail here on day one. We build for it directly.

  • Advanced HRI for chaotic workspaces. Multi-client, multi-stylist environments with overlapping physical activity — certified force tolerance and a layered Biometric Reflex Protocol.
  • Vision calibrated for textured hair. Most computer-vision pipelines silently underperform on coily and non-standardized hair. Ours is trained on it from the first dataset.
  • AI as a colleague, not a replacement. The stylist directs every procedure. The system protects, augments, and documents. Adoption follows trust.
  • Enterprise-ready from first design. No prototype-to-manufacturing redesign. Only material or color changes are permitted at the transition.

The sprint, in public.

Fifteen weeks. Seven phases. A working physical prototype with a real-world demo at the end. Updated as gates clear.

Now Shipping · Week 1 of Phase 1

Provisioning Lambda Labs RTX 6000 for Isaac Sim. Importing the arm URDF and converting to USD. Bringing up the ROS 2 ↔ Isaac Sim bridge so joint trajectories command the simulated arm. Building the salon environment in OpenUSD via Python.

00
May 7 – May 14

Foundations

Regulatory extractions complete — wellness positioning locked under FDA 2019 General Wellness guidance. Four requirement documents drafted. CWRU IP correspondence sent. ROS 2 + SROS2 environment online with a keystore for every node enclave. Claude Code workflow and the five HairChair custom skills installed.

Complete
01
May 15 – Jun 7

Simulation Sprint

Three weeks inside NVIDIA Isaac Sim. Week 1: arm URDF imported, salon environment built in OpenUSD, ROS 2 ⇄ Isaac Sim bridge live. Week 2: OmniHair 4C physics tuned on a mannequin head, parameter-control Kit extension, Hair Preset Library begun (4C, 4B, 4A, 3C). Week 3: Smart Comb USD attached to arm TCP, hair-selection and comb-interaction Kit extensions, first force-logged comb passes.

In Progress
02
Jun 8 – Jun 21

Safety & Force Curriculum

All three Biometric Reflex Protocol layers running in simulation. Reinforcement-learning reward function for force-respecting motion. Hair Preset Library covering full curl-type spectrum (1A through 4C).

Queued
03
Jun 22 – Jul 5

Weather Map & OS Foundation

Diagnostic pipeline publishing real-time scalp data from physical sensors. Browser-rendered Weather Map. Supabase + RAG engine rebuilt on clean architecture. Role-based authentication and dashboard scaffolding.

Queued
04
Jul 6 – Jul 19

Custom Silicon

Smart Comb integrated PCB and Power Distribution PCB designed in KiCad, manufactured via JLCPCB. FreeCAD parametric mechanical parts. All designs pass /ultra-review gate before order.

Queued
05
Jul 20 – Aug 3

Physical Integration

Hardware fabrication. PCBs assembled and bench-tested. Smart Comb end-effector attached to arm via Universal Interface. First closed-loop motion controlled by ROS 2 on the Jetson.

Queued
06
Aug 4 – Aug 20

Demo & Next Capital

Mannequin testing. Stylist interviews. Recorded end-to-end demo. SBIR Phase I draft. Phase 1 MVP ready for institutional capital and accelerator placement.

Queued

“I am not building a product. I am building infrastructure for a craft I love — and for the practitioners and clients the existing industry quietly leaves behind.”

Eva-Jessy Guech is the sole inventor on the HairChair patent and the solo founder leading every layer of the build — mechanical, electrical, embedded, simulation, software, and regulatory. Master’s candidate in Computer Science at Case Western Reserve University, concentration in AI with a focus on human-robot and human-computer interaction. Her thesis is derived from HairChair research.

Eva-Jessy
Founder & Lead Systems Architect

Early validation.

Sears think[box]
1st · Alumni Choice
Spring 2026 Showcase. Non-dilutive capital toward simulation infrastructure and the Phase 1 prototype.
CWRU Veale Institute
3rd Place
Veale Snyder Fellowship cohort. Recognized for ecosystem architecture and clear path to commercialization.
Patent Status
Non-Provisional Filed
Sole inventor. Currently in examination queue with a planned continuation-in-part for chair-product refinements.
// Selective Outreach

Stay in the loop.

We are currently focused on the build. We do reply to thoughtful notes from investors, mission-aligned operators, salon professionals, and engineers who’d like to follow what we’re building.

founder@hairchairos.com