Clinical research · Physician collaboration · Sovereign platform

You have a research question.
We have the infrastructure to run it.

iAvoxel builds clinical AI models with the physicians and researchers who have a precise idea, data, a hypothesis, and who are looking for a serious technical partner to execute it. On sovereign infrastructure in Morocco. Joint publication with the clinician as first author.

Compliance
CNDP Law 09-08 · Malabo Convention
Web
iavoxel.com
A precise clinical question
An identified hypothesis — a risk to predict, a signal to detect, a pathway to optimize
Criterion 1
Accessible data
Cohort, registry, imaging or structured records — or a documented path to access under data-use agreement
Criterion 2
Intent to publish
A scientific result that holds up to peer review — not a demo. First author = the partner clinician
Criterion 3
Sovereign infrastructure
Local training in Morocco · CNDP/Law 09-08 · zero data leaving the territory
Technical base
16
Medical specialties accepted
~124k
Lines of code, IACardio
11
Languages, iAutisme
17
People, iAvoxel
About iAvoxel

A Moroccan research and engineering group — not a dev agency, not a single platform.

iAvoxel is run by a tight-knit team of 17 people — 1 founder, 3 developers, 3 administrative staff and a board of 10 physician validators who review every line of clinical logic. We co-build clinical AI models starting from a question carried by a physician, on sovereign infrastructure in Morocco, with joint scientific publication. The platforms we operate today — IACardio and iAutisme — are proofs of capability, not the core offer: the core is clinical research collaboration.

Sovereign by design.

Every product is engineered to run on partner-owned infrastructure. Hospitals, ministries, sovereign cloud — the choice belongs to the buyer. African clinical data should not need to cross the Atlantic to find a database.

Multilingual at the core.

We do not ship one English UI and translate later. iAutisme runs in 11 languages spoken across Africa; IACardio runs in French · English · Arabic · Tamazight. Clinical glossary protected.

Offline-capable.

The platforms operate where 4G coverage is intermittent — Service Worker, IndexedDB, and queued synchronisation when connectivity returns. Designed for the field, not for the cloud demo.

Research collaboration

What we look for in a research partner.

We don't take every topic. We take the ones that match these three criteria.

A precise clinical question

Not "do AI in my department", but an identified hypothesis: a risk to predict, a signal to detect, a pathway to optimize, a cohort to characterize.

Access to data, or a path to it

Existing cohort, departmental registry, imaging archive, structured records — or an institution willing to authorize their use under a data-use agreement.

Intent to publish

We co-build to produce a defensible scientific result, not a demo. First author = the clinician.

Process

How we work.

Four steps, in this order, no skipping.

01

Clinical scoping

We define together the question, the population, the inclusion/exclusion criteria, and what we actually want to measure. If the question isn't clear, we don't code.

02

Technical feasibility

We audit available data, identify gaps, choose the model architecture, the metrics, the validation scheme. If feasibility is low, we say so.

03

Local training

Models trained on our sovereign infrastructure in Morocco. No health data leaves the territory. No external API on patient data.

04

Joint publication

Scientific article with the clinician as first author, clinical feedback to the partner department, optional deployment in an iAvoxel platform if the result warrants it.

Medical specialties

You're a physician or specialist? We accept your topic.

We are specialty-agnostic. If your clinical question is precise and your data accessible, we'll talk. A few active or open domains:

Cardiology — Echocardiography, ECG, heart failure
Medical oncology — Treatment response, survival, multi-omics
Radiology — CT/MRI/X-ray detection, structured reporting
Radiomics — Quantitative imaging biomarkers
Digital pathology — Whole-slide, tumor grade, IHC
Nephrology — CKD progression, dialysis adequacy
Pulmonology — Spirometry, sleep apnea, ILD
Endocrinology — Glycemia, thyroid nodule, hormone axes
Obstetrics & Gynecology — Fetal CTG, gestational risk
Neurology — Stroke triage, epilepsy EEG, neuro biomarkers
Dermatology — Lesion classification, teledermatology
Ophthalmology — Diabetic retinopathy, glaucoma OCT
Gastroenterology — Endoscopy AI, polyps, IBD flares
Pediatrics — PEWS, growth curves, neonatology
Emergency medicine — NEWS2, GRACE, Wells, qSOFA, SAMU
Psychiatry — Standardized scales, autism screening M-CHAT-R/F
Antimicrobial stewardship — Prescription rationalization, immunological biomarkers

This list is not exhaustive. If your specialty isn't here and you have a precise clinical question with data, write to us — we'll tell you within 48h whether the feasibility is real.

Platforms in production

Proofs of capability, not the core offer.

We don't ask to be trusted on words alone. Here are the platforms we operate today, the code we wrote, the methods we applied. Each one started from a precise clinical question carried by a physician. They exist to show what we can build — not to replace the research collaboration.

Pilot-ready

IACardio

Regional multi-emergency health-coordination SaaS — 14 medical roles, ~250 endpoints, deployable in any African region.
  • Inter-service & inter-hospital coordination
  • Online RDV booking + triage routing
  • Patient portal in the citizen's language
  • Full medico-legal traceability · FHIR R4 · DHIS2
Pilot live

iAutisme

Digital autism-care platform — longitudinal record, NFC medical passport for the child, M-CHAT-R/F screening, multilingual.
  • NFC medical passport for the child
  • 11 languages spoken across Africa
  • 6 dashboards × 6 roles (family · educator · specialist · association · ministry · admin)
  • M-CHAT-R/F · AQ-10 · DSM-5 Level 1/2/3
In progress

EchoBox HDMI

Edge-AI ultrasound capture device — turns any cardiac ultrasound machine into a structured digital study, ready for review inside IACardio.
  • HDMI capture from any echo machine
  • View classification + image-quality scoring
  • LVEF estimation under clinical validation
  • Outputs DICOM-compliant studies into IACardio
Pre-orders open

Holter 4G

Connected ambulatory blood-pressure monitor (ABPM) — 72-hour recording, 4G streaming, integrated end-to-end with IACardio.
  • 72 h continuous ambulatory monitoring
  • 4G real-time transmission to physician
  • Native integration into IACardio dossier
  • OEM hardware · iAvoxel reporting layer
The flagship · Product 01

The regional health-coordination SaaS
for African territories.

IACardio is a SaaS that ships regional health-coordination platforms — one instance per territory, designed to be deployable in any African region or country. Co-designed with cardiologists, emergency physicians and hospital administrators. Multi-emergency triage, intelligent inter-hospital routing, télé-expertise, on-call duty roster, and a patient portal at the core.

~124k
Lines of code
45
API routers
14
Medical roles
4
Live UI languages

3-tier deployment template

N3
University Hospital · Cath lab tier
Tertiary care · catheterisation · intensive care
N2
Provincial Hospital · CHP tier
Secondary care · specialty consultations · stabilisation
N1
Proximity Health Centre
Primary care · triage · first contact

The N1 → N2 → N3 health pyramid anchors most African ministries of health. Same configuration model deployable to any African region or country — only establishment list, on-call calendars, and language pack change.

25 clinical modules implemented

From the rural emergency department to the cath lab. From RDV booking to discharge letter. Every step of the patient journey has structured data, structured handovers, and a clear chain of authorship.

Smart triage (NEWS2 auto-detection)
Inter-hospital routing
SCA STEMI / non-STEMI pathway
14 emergency specialties
SURO — inter-service & inter-hospital télé-expertise
Video teleconsultation (LiveKit)
Patient portal · RDV · prescriptions
Real-time bed management
Nursing treatment sheets
Pharmacovigilance
Laboratory (LIS) with barcode
SAMU / SMUR missions
On-call duty roster
STEMI Door-to-Balloon tracker
CPOE + allergy gating
FHIR R4 + DHIS2 export
WhatsApp notifications
Discharge letter PDF
Inter-clinician chat
Clinician analytics
Vitals trending + sparklines
Drug autocomplete (MA formulary)
Step-up re-authentication
Auto-save drafts
WCAG 2.1 AA accessibility
What the platform does today

Modules implemented — internally exercised, deliverable within 30 days.

The following modules are fully implemented in the platform and exercised in our internal test environment. They are configurable for any region or country and deliverable within 30 days of partnership signature — no external clinical deployment to date.

SURO (inter-service and inter-hospital télé-expertise) is prioritised for the Oriental region and open to candidate hospitals. For any region or clinic, the platform remains deliverable within the same 30-day timeline once a partner signs.

01

Smart triage

Multi-specialty NEWS2 scoring. Vitals captured in seconds via touch interface. P1 → P4 priority assigned with the score visible to the whole team.

02

One-click intelligent triage care

Real-time hospital coordination powered by intelligent one-click case input — delivering instant recommendations for investigations, treatment, diagnosis and care pathway based on common emergency presentations.

03

On-call routing

Push notification to the right specialist on duty. Automatic escalation if no response within configured SLA.

04

Inter-hospital transfer

Dynamic patient routing across N1 → N2 → N3 facilities, with full audit traceability and intelligent escalation based on clinical severity.

05

Tele-consult (advice)

Asynchronous specialist-advice request with attached ECG, images and clinical notes. Medico-legal traceability end-to-end.

06

CPOE — unified prescriptions

Medications, lab orders, follow-up appointments. Allergy gating. Drug-interaction alerts based on a validated reference set.

07

Bed & transport

Real-time bed availability across facilities. Stretcher dispatch when a transfer is accepted.

08

Patient record

ICD-10, SBAR handover, allergies, vitals, discharge letter. Structured for FHIR R4 export.

09

Patient portal — A → Z

OTP login. Online RDV booking, results, prescriptions, transfer history, WhatsApp / SMS notifications. 3 languages live (FR · AR · EN). Tamazight on roadmap.

The patient journey, A → Z.

What the citizen actually feels when their region runs IACardio. No queues at reception. No paper. One language. One dossier.

1
Online RDV
Patient books from the portal in their language. No queue, no paper.
2
Smart triage
NEWS2 auto-scoring + 14-specialty routing. Right place, first time.
3
Care + handover
Inter-service when same hospital. Inter-hospital only when clinically vital, with full structured record.
4
Documentation
Every signature logged. Physician = sole signing author. Medico-legal traceability end-to-end.
5
Patient portal
Results, prescriptions, transfers, appointments — all in the portal, in the citizen's language.
Patient portal · at the core

The citizen sees the same dossier as the physician.

The patient portal is not an afterthought. It is built into IACardio from day one. Appointments, results, prescriptions, transfer history — all visible to the patient, all in their language, all structured (not screenshots, not PDFs floating in WhatsApp).

  • Online appointment booking — no queue at reception
  • Results visible the moment the lab signs them
  • Prescription renewal end-to-end via the portal
  • WhatsApp / SMS notifications in the citizen's language
  • Transfer history visible to patient and family
iacardio.com/portal
Cardiology consult — Dr Atmani
Tomorrow · 14:30 · Cardiology service
Confirmed
Lab results — Troponin, CBC
Released 09:42 · Signed by Dr B.
Ready
Prescription renewal
Aspirin 100 mg · Validated
Sent
Companion device · 01

EchoBox HDMI — every echo machine becomes a structured digital study.

EchoBox
128-EL CURVILINEAR · HDMI

Edge-AI capture for any echo machine.

EchoBox HDMI plugs into the HDMI output of any cardiac ultrasound machine and turns live frames into a structured digital study — anonymised, DICOM-compliant, ready for review inside IACardio. View classification and image-quality scoring are internally ready as assistive features, but the device is not yet deployed in any clinical setting. LVEF estimation and wall-motion screening are under continuous validation.

Capture
HDMI passive · any echo
AI assist
View · quality · LVEF (β)
Export
DICOM · feeds IACardio
Privacy
Anonymised on-device
Internally ready · not yet deployed AI in continuous validation Phase 2 modules · early access

Internally ready · not yet deployed in clinical setting

EchoBox HDMI — prepared

The AI features below are implemented on EchoBox HDMI as internal assistive tools. The clinician remains the sole signing author of every diagnostic report. No external clinical deployment to date.

  • View classification (PLAX / PSAX / A4C / A2C / A3C / subcostal) — assistive labeling
  • Image-quality scoring — frame-level acceptability indicator before review
  • DICOM export — anonymised, structured studies feeding IACardio

In training (research)

Not certified · clinician oversight required

The following workstreams are under internal development and training. They are not deployed as certified diagnostic tools.

  • Valvular disease screening — mitral, aortic, tricuspid, pulmonary
  • Cardiac structure and function assessment — chamber size, hypertrophy, cardiomyopathies
  • Detection support for structural abnormalities — congenital pathologies, intracardiac thrombi and masses
  • Aortic pathology screening — root, ascending and descending aorta
  • Basic hemodynamic assessment — IVC and volume status indicators
  • ECG analysis model (Holter / 12-lead) — separate workstream
Companion device · 02

Holter 4G — 72 hours of ambulatory data, streamed straight to the dossier.

Heart rate · live
72 bpm

Connected ambulatory blood-pressure monitor.

Holter 4G is a 72-hour ambulatory blood-pressure monitor (ABPM) with built-in 4G connectivity. Recordings stream in real time from the patient to the cardiologist — and feed structured data back into the IACardio dossier. We do not pretend to have designed the hardware: it is OEM. Where we add real value is the integration layer, the physician dashboard, the report generator, and the end-to-end pipeline into IACardio.

Recording
72 h continuous ABPM
Connectivity
4G real-time stream
Integration
Native into IACardio
Reporting
PDF + portal view (iAvoxel)
Pre-orders open OEM hardware · iAvoxel layer CE planned 2027
Product 02

iAutisme — autism care, coordinated across the whole care circle.

A separate platform — distinct from IACardio in every way except the engineering backbone. iAutisme covers the full child journey: screening, assessment, individual education plan, behavioural intervention, therapy session tracking, family follow-up. Six dashboards for six roles, on the same sovereign infrastructure.

One NFC card per child. Six roles. Eleven languages.

Every autistic child carries one secure NFC card with a 6-digit PIN. Every adult in the care circle — parents, paediatricians, speech therapists, educators, association staff — sees the right slice of the same dossier. Built for the realities of African families: multilingual, offline-capable, priced for associations, not for high-resource hospitals.

  • SCREENING M-CHAT-R/F + AQ-10 validated instruments, clinician-confirmed
  • CLASSIFICATION DSM-5 Level 1/2/3 · ICD-11 6A02.x · SNOMED CT 408856003
  • PASSPORT NFC card + 6-digit PIN — secure inter-clinic transfer with audit trail
  • AI Sovereign Sentinel · Llama 3.1 via Ollama, on African soil — never US clouds
  • COMPLIANCE CNDP Loi 09-08 · GDPR · AES-256 at rest and in transit
iAutisme · PIN
IAUT-2026-0042 · Mehdi B.

Six dashboards × six roles.

Family

Parent portal · journal access · home assessments · WhatsApp updates.

Educator

Daily journal · ABA / PECS data · QuickLog · IEP tracking.

Specialist

Clinical assessment · DSM-5 staging · prescriptions · referrals.

Association

Cohort view · session planning · educator allocation · family contact.

Ministry

Aggregated indicators · DHIS2 export · public-health reporting.

Admin

Org structure · roles · audit logs · CNDP reporting.

11 languages spoken across Africa.

Not auto-translated marketing pages. Real UI coverage with a protected clinical glossary, reviewed natively language by language. Wolof completed April 2026.

العربية
ⵜⴰⵎⴰⵣⵉⵖⵜ
Français
English
Wolof
Bambara
Hausa
Yorùbá
Kiswahili
አማርኛ
isiZulu
Lingála
Architecture principles

Engineered for the conditions African clinicians actually face.

We do not pretend the bandwidth, the budget, or the cloud assumptions of high-resource markets. Every architectural choice on every product follows the same handful of rules.

Sovereign hosting

Designed to run on partner-owned infrastructure. Hospital data centre, sovereign cloud, ministry infra — your choice. Never a foreign-cloud lock-in.

Offline-first

Service Worker + IndexedDB on the front, queued sync on the back. Functions even when 4G drops. Audit trail catches up when connectivity returns.

Multilingual

11 languages on iAutisme, 4 production languages on IACardio. Clinical glossary protected from machine translation. Native review per language.

FHIR-aligned

FHIR R4 resources for cross-facility transfer. DHIS2 export for public-health reporting. DICOM PAC for imaging. Standards before opinions.

The technology stack.

IACardio · backend
Python 3 · FastAPI · SQLAlchemy 2 async · PostgreSQL 16 (streaming replica) · Redis · MinIO · ARQ · Alembic 65 migrations
IACardio · frontend
React 19 · Vite · Zustand · Capacitor 7 (Android) · LiveKit (video) · Firebase FCM · Zod validation
iAutisme · stack
Next.js 16 · React 19 · Tailwind 4 · TypeScript · Supabase (PostgreSQL + RLS) · FastAPI AI engine · Llama 3.1 via Ollama
Security
AES-256 at rest and in transit · JWT signed tokens · 2FA TOTP · Step-up re-auth · Audit logs (CNDP Article 23)
Standards
FHIR R4 · ICD-11 · SNOMED CT · DSM-5 · DHIS2 · DICOM PAC · WCAG 2.1 AA
Compliance
CNDP Loi 09-08 (Morocco) · GDPR (EU) · Malabo Convention (African Union) · CNDP declaration filed, under review
Honest status

What is code-complete, what is in pilot, what is on the roadmap.

We do not over-promise. Every claim on this page is matched to where the product truly stands today. This is the reference table for any partner discussion.

IACardio
Regional health-coordination SaaS
Built and tested internally · feature-complete for pilot deployment. 25 clinical modules implemented internally. ~124k LOC (72k backend Python + 51k frontend TS/React), 45 FastAPI routers, 65 Alembic migrations. Pilot open to candidate hospitals in the Oriental region and partner African regions. No hospital pilot signed to date.
Pilot-ready
iAutisme
Autism care platform
Pilot live with a research-center partner in Marrakech (signed). Phase 1 module set implemented. 11 languages active (Wolof completed April 2026). Sovereign hosting in Morocco. CNDP Loi 09-08 declaration filed, under review. Not yet a national rollout.
Pilot live
EchoBox HDMI
Edge-AI ultrasound capture
In development. View classification + image-quality scoring implemented as internal assistive features. LVEF estimation and wall-motion screening under continuous clinical validation. Detection support for the full spectrum of cardiac pathologies (including congenital) and ECG analysis are in training as separate workstreams. No external clinical deployment to date.
In progress
Holter 4G
Connected ABPM
OEM hardware integrated by iAvoxel. 4G real-time streaming pipeline live. Native integration into IACardio. Pre-orders open. CE marking targeted 2027 — co-hardening collaboration with regulatory partners welcomed.
Pre-orders open
We were in Casablanca

We were there. Tapped, talked. Now write to us.

GITEX Future Health Africa 2026 — Casablanca — May 4–6. Stand H1-P51 / H1-P52 (past edition).
Founder available for partnership conversations: fill out the iavoxel.com contact form.

Stand
H1-P51 · H1-P52
Dates
May 4–6, 2026
Location
Casablanca, Morocco
Founder
Karim El Mahi
Email
Web
iavoxel.com