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Sterile processing, seen through AI

Experience with headphones

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00 — Intro

Sterile Processing AI · for Apple Vision Pro

Sterile processing,
seen through AI.

Real-time guidance and compliance checks for the people who keep surgery safe.

Spatial
intelligence

An assistant that lives in the headset. It watches the workflow, checks gloves and instruments, and guides every step, hands-free.

Inside the headset

HoverTap the points to see what SPAI uses →

v4 · instrument model

Primary
detection

SPAI counts what’s on the tray. One or more instruments means loaded; zero means empty. No guessing at the next station.

The workflow

Five stations, one tray. SPAI follows it from the dirty side to sealed and ready.

  1. 01 Decontamination
  2. 02 Inspection
  3. 03 Tray assembly
  4. 04 Packaging
  5. 05 Seal validation

// STERILE_CORE

Two models do the looking. Both were trained, tested and shipped by one developer.

The pipeline

01

Vision Pro

Sees the work

02

FastAPI

Moves the frame

03

YOLOv8

Finds gloves, hands and instruments

04

FSM

Checks the step against the protocol

Spatial
deployment

Real footage, recorded inside Apple Vision Pro.

From the classroom
to the sterile core.

Built for sterile processing programs first. Hospitals next.

Instrument 0.77
Instrument 0.75
Instrument 0.33
01 Decon
02 Inspect
03 Assemble
04 Pack
05 Seal

Guided

Onboarding

Welcome to SPAI

A short tour places your panels and explains what SPAI watches before the first tray.

Station 01

Decontamination

PPE first, then step-by-step instructions for the dirty side, spoken and on screen.

Always on

Live detection

PPE, contamination risk and instruments are checked continuously while you work.

Transparency

What SPAI is watching

Every check is listed with its confidence, so a trainee knows why a step passed or failed.

Station 02

Inspection

The current station and the next one stay pinned in front of you.

Safety

If something goes wrong

A bare hand at the wrong moment halts the workflow and sounds an alert from that panel’s direction.

Compliance

Everything is logged

Every step, alert and acknowledgement lands in the event log, timestamped.

Hands-free

Wrist menus

Turn your wrist for Reset, History, Chat and Settings, or the station list on your forearm.

Assistant

Ask SPAI anything

A chat that knows your current step. Ask out loud or type when you’re stuck.

Review

Past sessions

History keeps every completed session so instructors can compare runs side by side.

Station 03

Tray assembly

Check the count sheet, confirm the right tray, then complete or send it back.

Layer

No step was missed.

Now train your own team.

Book a demo See plans

[ juanadams347@gmail.com ]