We Built Elyara Because
No One Else Would.

Healthcare AI was being deployed at scale with no governance infrastructure. Models drifting silently. Shadow tools handling patient data. Compliance teams buried in manual audits. We saw it firsthand — and built the platform we wished existed.

Elyara is built by a team of clinicians, compliance engineers, and AI safety researchers united by a single belief: AI in healthcare must be trustworthy before it touches patients.

6 Regulatory Frameworks
300+ AI Models Monitored
4 Countries Active
0 Compliance Penalties

Principles That Don't
Bend to Timelines

Every product decision at Elyara flows from these four commitments.

🛡️

Patient Safety First

No feature ships if it compromises the safety boundary between AI outputs and clinical decisions. We exist to protect patients, not to simplify vendor marketing.

🔍

Radical Transparency

We publish our methodology. Our evidence packs are readable by regulators, not just engineers. If we can't explain a risk score, we don't ship it.

⚖️

Compliance as Infrastructure

Compliance should be continuous, not a project. We built Elyara as always-on infrastructure — like a firewall, not an annual audit firm.

🌍

Global by Design

Healthcare AI doesn't respect borders. From Dubai to São Paulo to Brussels, our platform speaks every regulatory language simultaneously without rebuilding for each market.

Built by People Who've
Been in the Room

Clinicians who've seen AI misfire. Compliance leads who've faced regulators. Engineers who've built at hospital scale.

MC
Marcelo Cardozo
Founder & CEO

15+ years at the intersection of healthcare operations and technology. Built compliance frameworks for multinational health networks before founding Elyara to make AI governance accessible at platform scale.

AI
AI Safety Team
Red Team & Research

Former researchers from academic medical AI programs and national health agencies. Specialists in adversarial ML, clinical NLP failure modes, and multi-jurisdictional regulatory frameworks.

EG
Engineering & Platform
Infrastructure & Integrations

Distributed systems engineers with backgrounds in healthcare interoperability (HL7, FHIR), real-time monitoring infrastructure, and enterprise API architecture at hospital network scale.

RC
Regulatory & Clinical
Compliance & Medical Affairs

Licensed physicians and regulatory affairs specialists with direct experience submitting to CFM, ANVISA, FDA, and EMA. They write the evidence packs; they've also been on the other side of the audit table.

From Prototype to
Platform in 18 Months

Q3 2024

Foundation

SENTINEL monitoring core built. First hospital pilot — 12 models, 3 frameworks, 0 missed alerts in 90 days.

Q1 2025

RTaaS Launch

Red Teaming as a Service goes live. 300+ adversarial scenarios. First critical vulnerability caught before deployment.

Q3 2025

Multi-framework

EU AI Act, CFM 2.454, and HIPAA coverage live simultaneously. First customer passes external audit using Elyara evidence pack.

Q1 2026

Dubai Expansion

AHCG/UAE AI framework added. Dubai 2031 AI strategy alignment complete. First UAE hospital network onboarded.

2026+

Sandbox & Marketplace

AI Simulation Sandbox (Q3) and Certified AI Marketplace (2027) — completing the full governance lifecycle.

Trusted by Teams Across
Four Continents

Elyara is actively deployed in hospital networks, health-tech companies, and AI vendors across Brazil, the UAE, Europe, and North America.

ISO 42001 HIPAA Ready EU AI Act CFM 2.454 AHCG Dubai FDA SaMD

Ready to Make Your
AI Trustworthy?

Schedule a 30-minute call with our team. We'll map your current AI portfolio to the frameworks that matter for your market.

Schedule a Call See Our Solutions