Tebyan CDSS Validation Why Tebyan Team Contact Request Demo
Clinical AI · Arab World

Clinical AI infrastructure
for high-pressure care

Tebyan CDSS is a physician-facing clinical decision support system designed for emergency departments, acute care settings, and resource-limited healthcare environments.

Built on physician-authored protocols, structured across real-world resource levels, and governed by strict clinical safety architecture.

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Physician-authored protocols
Resource-tiered architecture
Safety-first design
Academic collaboration
The Problem

Where clinical pressure is highest,
support is often weakest

Across many hospitals in the Arab world and other emerging healthcare settings, critical medical decisions are made with incomplete data, uneven diagnostics, and limited specialist access. Most existing clinical AI systems were not built for this reality. Tebyan was.

01
Decisions under pressure

Physicians often need to act with limited time and no reliable decision-support layer.

02
Incomplete environments

Many care settings do not operate with full diagnostics, complete staffing, or ideal escalation pathways.

03
Mismatched technology

Most available AI tools were not designed for Arab populations or resource-variable care environments.

What Tebyan CDSS Does

A clinical reasoning system for real-world care

  • Detect critical red flags
  • Structure clinical reasoning
  • Rank differential diagnoses
  • Match context-appropriate protocols
  • Identify the next appropriate clinical step
Live Decision Support
"It supports decision-making without replacing physician judgment."

Tebyan CDSS operates within strict clinical safety boundaries. No drug prescribing, no autonomous decisions — structured reasoning that empowers the physician.

Why Tebyan

Why Tebyan CDSS is different

Built by frontline physicians

Protocols written by physicians who trained and practiced in high-pressure, resource-limited environments.

Resource-tiered by design

Each protocol structured across minimal-, intermediate-, and fully-equipped settings — adapting to what's actually available.

Safety-first architecture

No drug prescribing or dosing. Supportive language only. Critical values require physician verification.

Scientifically reviewed

Academic collaboration with the Faculty of Medicine at the University of Aleppo and Aleppo University Hospitals.

Resource-Tiered Design

Designed for every care environment

Tebyan CDSS adapts its reasoning to what is actually available — reorganizing pathways and priorities according to available diagnostics, staffing, and treatment capacity.

Tier 1
Minimal-resource

Limited diagnostics, limited staffing, constrained escalation options. Tebyan still functions and guides.

Tier 2
Intermediate-resource

Partial access to tests, moderate infrastructure, and variable specialty availability.

Tier 3
Fully equipped

Clinically useful in advanced hospitals by structuring faster, safer, and more consistent decision support.

How It Works

How Tebyan CDSS works

01
Clinical Input Structuring

Symptoms, vitals, available labs, and care-setting context are captured and structured into a unified clinical picture.

02
Clinical Reasoning Engine

The system detects red flags, ranks differentials, matches protocols, and adapts to the available resource level.

03
Decision Support Output

A physician-facing reasoning summary, next-step pathways, and escalation support — within strict safety boundaries.

Validation

Early validation. Real-world settings.
Clear implementation path.

Performance metrics based on internal reviewed case evaluations and early pilot-stage analysis.

+500
Real clinical cases processed
250
Clinically reviewed cases
96%
Top-1 concordance
100%
Top-3 concordance
>90%
Physician safety rating
>80%
Physician usefulness rating
~90s
Avg. decision-support time
20–30%
Reduction in time-to-decision
Active Pilot — University Hospital Deployment
Tebyan's validation is strengthened through academic collaboration with the Faculty of Medicine at the University of Aleppo and Aleppo University Hospitals, with a signed research protocol supporting clinical validation and future joint publication.
Built for High-Value Health Systems

What high-value healthcare actually means

  • Better decisions at the point of care
  • Faster support when seconds matter
  • Safer escalation pathways
  • Stronger frontline performance
  • Greater efficiency without ideal infrastructure
"Designed to improve decision quality where the need is greatest."
The Broader Platform

Part of the broader Tebyan platform

Alongside CDSS, the Tebyan platform also includes Tebyan Health — a personalized lab-intelligence layer that transforms laboratory reports into clear, structured, and actionable health understanding for patients, laboratories, and care providers.

Tebyan Health Coming Soon
The Team

Built by clinicians and engineers

Dr. Najem Salem
Dr. Najem Salem
Founder, CEO & Chief Medical Officer

A physician trained in high-pressure healthcare environments, focused on translating real clinical challenges into scalable and safe AI systems for the Arab world and beyond.

Eng. Zein Mahrousa
Eng. Zein Mahrousa
CTO

Leads Tebyan's technical architecture, including AI infrastructure, clinical interface design, data pipelines, and scalability across both platform modules.

Get in Touch

Clinical reasoning infrastructure
for high-pressure care

If you are a hospital, academic institution, health system partner, or investor interested in resource-aware clinical AI, we would be glad to connect.

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