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Optimization Through AI Vision Systems

AI Vision for the Operating Room & Cell & Gene Therapy

Computer vision that streamlines surgical workflow and automates CGT manufacturing.

AI-powered surgical vision system

60%

Reduced Instrument Burden

8 min

Turnover Time Saved Per Case

>6×

First-Year ROI

Trusted Academic Partners

SPD-OR Platform

Intelligent Surgical Workflow

AI cameras that transform instrument tracking, tray composition, and OR turnover.

Real-Time Instrument Identification

Our AI classifies every instrument in the tray, tracks utilization, flags redundancies, and recommends optimized sets.

60% Tray Reduction 2.7 min / tray saved
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Instrument Tracking

Real-time visibility on every instrument throughout each procedure.

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Utilization & SPD Analytics

Instrument verification, bioburden detection, and case data for evidence-based optimization.

Workflow & Value

Each additional tray adds 3 min to turnover. Streamlined sets maximize OR throughput.

Bodhi

Automating CGT Production

Bodhi's AI-guided automation dramatically reduces costs and scales access to therapies.

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AI-Guided Microscopy

Real-time cell culture monitoring with full visual access for AI-driven QC.

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Automated Roller Bottle Platform

Closed-system robotic incubator with multi-layer concentric roller bottles. Programmable microenvironments per bottle.

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Scalable AAV Production

Adherent 2D platform that mirrors discovery SOP. High batch comparability and low early-phase capex.

Publications & Research

Peer-Reviewed Work

Selected publications from our team spanning AI-driven surgical analytics, gene therapy, and neural regeneration.

2026
Artificial Intelligence–Powered Analysis of Operating Room Turnover: Impact of Instrument Burden
Smit RD, Mahtabfar A, Swanepoel E, Evans JJ, Harrop JS
Journal of Neurosurgery, Feb 2026
AI Vision OR Efficiency
JNSPG →
2025
Incorporating AI-Driven Vision Systems to Quantify Learning Curve in EVD Placement
Smit RD, Mahtabfar A, Mouchtouris N, Hines K, Swanepoel E, Bray DP, Evans JJ
Journal of Neurological Surgery Part B: Skull Base, 2025
AI Education Neurosurgery
Thieme →
2024
STAT3 Protects Dopaminergic Neurons Against Degeneration in Animal Model of Parkinson's Disease
Smit RD, Ghosh B, Campion III TJ, Stingel R, Lavell E, Hooper R, Fan X, Soboloff J, Smith GM
Brain Research 1824, 148691
Gene Therapy Neuroprotection
ScienceDirect →

Full publication list (26+ papers) available on ResearchGate.

Press

In the News

Appraiseye in the press and peer-reviewed journals.

Team

Experts in Medicine, AI, CGT

Neurosurgery, AI, gene therapy, and commercialization under one roof.

Rupert Smit

Rupert Smit, MD

Chief Executive Officer

Emil Swanepoel

Emil Swanepoel

Chief Technology Officer

Alwyn Smit

Alwyn Smit

Chief Operating Officer

Carol Ke

Carol Ke, PhD

Chief Scientific Officer

Aria Mahtabfar

Aria Mahtabfar, MD

Director Clinical Strategy

Morgan Schilling

Morgan Schilling

Director Medical Sales

Alexandria Bilder

Alexandria Bilder

Advisor

Contact

Let's Talk

Hospital administrators, CGT manufacturers, academic partners — we'd like to hear from you.

info@appraiseye.com
🌐 appraiseye.io
📍 Philadelphia, PA, USA
📍 Babraham Research Campus, Cambridge, UK