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
HairChair OS role-select screen — the role-based software platform: Wellness AI, Client, Stylist, Salon Owner, and Dev/Admin. HairChair workstation render — alternate angle showing the arm articulation envelope.

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.

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

HairChair OS

A role-based platform spanning Wellness 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

Working software, recorded as it runs. Captioned walkthroughs forthcoming.

HairChair OS — five-role platform walkthrough

RAG engine — cited responses over professional cosmetology literature

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 — designed-to force-limit thresholds 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.

HairChair is in build phase. The engineering is sequenced for institutional review, not founder hype.

Internal validation complete across requirement, simulation, and design artifacts. Accredited third-party testing scheduled for the funded development phase. Certification roadmap documented and available on request.

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 the FDA’s January 6, 2026 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
Eva-Jessy Guech, founder of HairChair, photographed in 2026.

“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

Three minutes from the founder.

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.
View pitch deck
// 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.

or write directly — ej@hairchairos.com