Human Oversight



| CDA AI Governance Team


AI systems don’t govern themselves.

These are the humans responsible for:
Audit Enforcement
Ethical Firewalls
Infrastructure Integrity


Human Oversight



| CDA AI Governance Team


AI systems don’t govern themselves.

These are the humans responsible for:
Audit Enforcement
Ethical Firewalls
Infrastructure Integrity


Human Oversight


| CDA AI Governance Team

AI systems don’t govern themselves.

These are the humans responsible for:
Audit Enforcement
Ethical Firewalls
Infrastructure Integrity

Dr. Fernando Telles

Founder – CDA AI Pty Ltd

Lead Architect – Sentinel QMS v4.0

Dr. Fernando Telles

Founder – CDA AI Pty Ltd

Lead Architect – Sentinel QMSv4

Dr. Fernando Telles is a medical doctor and clinical researcher specialising in reproducibility, digital audit trails, and cryptographic proof-of-unchanged systems for regulated environments. He designed the Sentinel QMS v4 framework, which underpins AuditLog.AI’s deterministic audit pipeline, zero-custody architecture, and human-verified execution model.


His work focuses on:

  • Ethics Firewall enforcement, ensuring human oversight and safety alignment

  • Deterministic audit logging infrastructure for clinical and regulatory workflows

  • Immutable hash validation using dual-hash manifests, OpenTimestamps, and Bitcoin OP_RETURN anchoring


Dr. Telles is the registered inventor on the multi-entity, double-blind reproducibility protocol (Ordinal 14), which validated AuditLog.AI across 21,717 evidence-file instances under blinded, HMAC-randomized adversarial challenge.

Benjamin Hookey

Software Engineer – CDA AI

Infrastructure Developer – Public Interface Deployment

Dr. Fernando Telles

Founder – CDA AI Pty Ltd

Lead Architect – Sentinel Protocol v3.0

Currently focused on building the public-facing infrastructure for CDA AI, including:


• The user interface for AuditLog.AI, supporting zero-custody audit workflows and deterministic machine-reproducibility

• Front-end integration for QMS-aligned execution paths

• Architecture for CRO-ready validation dashboards and operator tools

Oversees the design and enforcement of the AI–Human Synergy™ execution layer, including:

• Ethics Firewalls

• Audit Logging Infrastructure

• Immutable Hash Validation


Registered inventor on multi-entity audit protocols anchored to Bitcoin.

Protocol-compliant identity verified under Sentinel Protocol v3.0.

Luba Levina-Telles

Operations Assistant – CDA AI

Support Role – Protocol Coordination & Outreach

Dr. Fernando Telles

Founder – CDA AI Pty Ltd

Lead Architect – Sentinel Protocol v3.0

Assists with administrative coordination and communication across the CDA AI execution environment.


Luba helps manage:

• Protocol content formatting and layout support

• Early-stage website builds and updates

• Communications outreach, email response coordination, and HR documentation


She also contributes to the ecosystem by assisting with branding, policy language, and logistics across multi-domain entities.

Oversees the design and enforcement of the AI–Human Synergy™ execution layer, including:

• Ethics Firewalls

• Audit Logging Infrastructure

• Immutable Hash Validation


Registered inventor on multi-entity audit protocols anchored to Bitcoin.

Protocol-compliant identity verified under Sentinel Protocol v3.0.

Dr. Jacob Yang

Lead Software Engineer – CDA AI

Infrastructure Developer AuditLog.AI Deployment

Dr. Fernando Telles

Founder – CDA AI Pty Ltd

Lead Architect – Sentinel Protocol v3.0

Currently focused on building the public-facing infrastructure for CDA AI, including:


• The user interface for AuditLog.AI, supporting zero-custody audit workflows and deterministic machine-reproducibility

• Front-end integration for QMS-aligned execution paths

• Architecture for CRO-ready validation dashboards and operator tools


EngYang collaborates closely with infrastructure and protocol engineering to ensure seamless execution across multi-LLM chains and consistent implementation of the AI-Human Synergy™ governance model. His work supports future validation pipelines, regulated operator workflows, and the delivery of high-reliability clinical audit systems.

Oversees the design and enforcement of the AI–Human Synergy™ execution layer, including:

• Ethics Firewalls

• Audit Logging Infrastructure

• Immutable Hash Validation


Registered inventor on multi-entity audit protocols anchored to Bitcoin.

Protocol-compliant identity verified under Sentinel Protocol v3.0.

Sentinel QMS v4

Sentinel QMS v4

Our pillars of safety govern every core process:

Our pillars of safety govern every core process:

  • Auditability

  • Oversight by Design

  • Alignment Before Performance

  • Timestamped Truth


    Model inputs:

  • System memory

  • Decision logs

  • Handoff points to human review

  • Auditability

  • Oversight by Design

  • Alignment Before Performance

  • Timestamped Truth


    Model inputs:

  • System memory

  • Decision logs

  • Handoff points to human review


AI-Human Synergy™
It's not a chatbot.
Not a search engine.
Not a buzzword.

Its a structural intervention.

Its a structural intervention.

by CDA AI

Designed for high-risk environments.

Designed for high-risk environments.
Where the cost of error is too high to delegate.


Where the cost of error is too high to delegate.



AI-Human Synergy™

AI-Human
Synergy™

AI-Human
Synergy™

What happens when an AI gets it wrong?


What happens when
an AI gets it wrong?

What happens when
an AI gets it wrong?

In medicine

In medicine

In
Medicine

the consequences can be fatal.

the consequences can be fatal.

That’s why AI-Human Synergy™ was created.

That’s why AI-Human Synergy™ was created.

We don’t just ask what it said, we ask:

  • Can we trust it?

  • Where’s the proof?

  • What happens if it’s wrong?

We don’t just ask what it said, we ask:

  • Can we trust it?

  • Where’s the proof?

  • What happens if it’s wrong?

Built to Empower. Not Replace.

Built to Empower. Not Replace.

Built to Empower. Not Replace.

AI-Human Synergy™ is the doctrine behind every decision system at CDA-AI.

AI-Human Synergy™ is the doctrine behind every decision system at CDA-AI.

AI-Human Synergy™ is the doctrine behind every decision system at CDA-AI.

It’s not a product. It’s a protocol of intelligence structured with intention.
For doctors. For educators. For system designers.

It’s not a product. It’s a protocol of intelligence structured with intention.
For doctors. For educators. For system designers.


Cardiovascular Diagnostic Audit & AI Pty Ltd (CDA AI)
ABN 19 638 019 431 | ACN 638 019 431
AI-Human Synergy™ is a pending Trademark (#2535745) of CDA AI. All rights reserved.


Cardiovascular Diagnostic Audit & AI Pty Ltd (CDA AI)
ABN 19 638 019 431 | ACN 638 019 431
AI-Human Synergy™ is a pending Trademark (#2535745) of CDA AI. All rights reserved.


Cardiovascular Diagnostic Audit & AI Pty Ltd (CDA AI)
ABN 19 638 019 431 | ACN 638 019 431
AI-Human Synergy™ is a pending Trademark (#2535745) of CDA AI. All rights reserved.

© Cardiovascular Diagnostic Audit & AI Pty Ltd Inc. 2019

© Cardiovascular Diagnostic Audit & AI Pty Ltd Inc. 2019

General Enquiries: research@aihumansynergy.org

General Enquiries: research@aihumansynergy.org

General Enquiries: research@aihumansynergy.org

Medical Bookings (4+ weeks notice): Dr.Telles@aihumansynergy.org

Medical Bookings (4+ weeks notice): Dr.Telles@aihumansynergy.org

Medical Bookings: Dr.Telles@aihumansynergy.org