AI Powered Triage Companion

Emergency triage,
rebuilt as an adaptive

decision system

AITC is the first clinical product built on ATL. It gives emergency departments real-time, fairness-aware, explainable triage support — embedded in existing clinical workflows.

Problem

Emergency departments face permanent surge conditions, staffing shortages, regulatory pressure. Most triage systems are rule-based, static, and ignore equity.

Solution

To provide reliable, innovative and accessible solutions that will enable individuals and businesses to achieve their financial goals.

139M

ed visits annually in the uS

ed visits annually in the uS

~30%

wait times exceed 40 minutes

of wait times exceed 40 minutes

~30%

wait times exceed 40 minutes

~45%

Wait times affect X admissions

Before

After

After

Rule-based scoring

Real-time, adaptive prediction

Rule-based scoring

Real-time, adaptive prediction

Rule-based scoring

Real-time, adaptive prediction

Subjective assessments

Fairness-aware prioritization

Subjective assessments

Fairness-aware prioritization

Subjective assessments

Fairness-aware prioritization

Delayed care decisions

Transparent, in-workflow recommendations

Delayed care decisions

Transparent, in-workflow recommendations

Delayed care decisions

Transparent, in-workflow recommendations

Equity blind spots

Subgroup auditing by default

Equity blind spots

Subgroup auditing by default

Equity blind spots

Subgroup auditing by default

Clinician overload

Decision support that holds the line during surge

Clinician overload

Decision support that holds the line during surge

Clinician overload

Decision support holding the line during surge

How it works

Mobil App

Triage as an adaptive,

governed

decision system

Real-time intake integration: EHR data, vitals, notes, operational signals.

Adaptive Intelligence: Multimodal urgency prediction responsive to surge conditions.

Embedded Governance: Ethics and Legal agents run fairness and policy checks inline.

Clinician Dicision Support: Transparent recommendations surfaced in the existing workflow.

Continuous Learning Loop: Federated learning across sites, no data movement.

The platform

Value Creation

Clinical

Faster, fairer triage; reduced under-triage risk; measurable outcome improvement.

Operational

Lower LWBS (left without being seen); higher throughput; surge resilience.

Regulatory

Audit-ready governance from day one; aligned with FDA CDS and evolving AI regulation.

our features

Why AITC


(AI Powered Triage Companion)

Governance-first by architecture

Fairness embedded, not audited quarterly

Built around real clinical workflows, not theoretical AI

Designed for multi-site scale

Trust as a product requirement, not a marketing line

3-phase timeline

Implementation

Implementation

1
Phase 1 — Co-design & validation

Stakeholder alignment, workflow mapping, sandbox pilot.

2
Phase 2 — Pilot deployment

High-volume ED rollout, fairness dashboards, clinician feedback loops.

3
Phase 3 — Scale

Federated learning, cross-site governance, performance optimization.

Team

The Visionaries

Behind

Our Success

Imen Ameur - Founder & Lead

PhD Candidate in Public Policy (Technology & Healthcare) and Professor of Practice at Hult Business School. Leads the product vision and development, focusing on integrating AI governance, system architecture, and healthcare delivery transformation.

Husain Al-Mohssen - AI Engineering Lead (PhD)

Leads AI model development and system architecture, ensuring robust, scalable, and clinically aligned AI systems.

Ekaterina Beloborodova - GTM & Marketing Lead

Leads commercial strategy, partnerships, and market entry, supporting adoption and scaling across healthcare systems.

AI you can actually put in front of a decision

Your Gateway to AI Governance and Operational Excellence.

Utility Pages

Contact Us

+1 (646) 712-2268

Fresh Pond Mall, 160 Alewife Brook Pkwy, Cambridge, MA 02138

imen.ameur@atl-engine.com

©2025 ATL Engine Term of Use Privacy Policy

AI you can actually put in front of a decision

Your Gateway to AI Governance and Operational Excellence.

Utility Pages

Contact Us

+1 (646) 712-2268

Fresh Pond Mall, 160 Alewife Brook Pkwy, Cambridge, MA 02138

imen.ameur@atl-engine.com

©2025 ATL Engine Term of Use Privacy Policy

AI you can actually put in front of a decision

Your Gateway to AI Governance and Operational Excellence.

Utility Pages

Contact Us

+1 (646) 712-2268

Fresh Pond Mall, 160 Alewife Brook Pkwy, Cambridge, MA 02138

imen.ameur@atl-engine.com

©2025 ATL Engine Term of Use Privacy Policy