Founder Story · AI Pieces · Kerry, Ireland

Built from experience,
research & personal history.

Four products. One encrypted platform. One founder who has spent a career at the intersection of healthcare systems, data, and the question of what technology should actually do for people.

🎓 Three university degrees 🌍 World Bank healthcare consulting 🔒 Privacy-first by conviction 📍 Built in Kerry, Ireland ⚙️ Work experience across security, data & enterprise architecture

The Story

Born from a family moment.
Built on a decade of evidence.

I was at a tech conference in London — AI making life easier, the usual — when my phone buzzed. My baby niece had just been born. The first baby in our family. While the speakers talked about efficiency and automation, I was trying to figure out how to get home, whether my brother's flight would land in time, and why coordinating four adults who love each other had somehow become a full-time job.

My sister and her new family live abroad. I was in a different city. My brother is a pilot — he often doesn't know until the last minute whether his route will extend for several more days. 37% of families now live across different cities. We are one of them. The challenge is not love. The challenge is logistics.

"The problem isn't that we don't care about each other. The problem is that coordination consumes too much of the time we could spend actually being together."

My first job out of college was in healthcare — working with World Bank consultants on health systems in developing markets. That experience gave me something that purely technical careers often don't: a genuine understanding of how systems fail real people, what the cost of poor coordination looks like in human terms, and why privacy is not a compliance checkbox but a fundamental condition of trust.

Three university degrees later — across technology, systems, and research methodology — I had the analytical tools to ask a harder question than "how do we build a family app." The harder question is: why don't the existing ones work for people who genuinely need privacy? Families with a parent in the military, in aviation, in medicine. Families who don't want their children's precise movements sold to data brokers. Families who need a tool that is genuinely secure, not just one that says it is.

"Research shows 68% of family stress comes from scheduling conflicts and logistics miscommunication. The product had to solve that — not just wrap it in a nicer interface."

FamilyCompass came first. Then, as the architecture took shape, it became clear that the same encrypted coordination infrastructure had direct applications in three sectors where fragmented, unencrypted communication is causing measurable harm every day: hospitals, care homes, and schools. HealthCompass, CareCompass, and EduCompass followed — not as diversification, but as natural applications of the same core conviction.

AI Pieces is built in Kerry, Ireland, inside the EU. GDPR compliance is not an afterthought here — it is the minimum. The products are designed to exceed it. Zero-knowledge architecture means that AI Pieces, as a company, cannot access your data even if compelled to. That is not a marketing claim. It is an architectural reality built into the codebase from day one.


Background & Expertise

Where the work comes from.

The products are grounded in direct professional experience across healthcare systems, data architecture, privacy engineering, and research methodology.

🌍

Healthcare Systems Consulting

First job out of college working alongside World Bank consultants on health system coordination in developing markets. Direct experience with what coordination failure costs in human terms, and what good infrastructure enables.

🎓

Three University Degrees

Multi-disciplinary academic foundation spanning technology, systems thinking, and research methodology. The research-first approach to product development — starting with peer-reviewed evidence, not market assumptions — comes directly from this training.

🔒

Privacy Engineering

End-to-end encryption, AES-256-GCM, ECDH key exchange, hardware-backed key storage, zero-knowledge architecture, Row Level Security, canary token intrusion detection. Privacy is not bolt-on here — it is the architectural foundation every other decision rests on.

📊

Research-Grounded Development

Every core feature in every AI Pieces product is grounded in peer-reviewed research — from the NIH study showing 68% of family stress is logistics-driven, to NHS data on nursing time consumed by family phone calls. Features earn their place in evidence or they don't ship.

⚖️

Regulatory & Compliance Fluency

GDPR from the ground up, built inside the EU. HIPAA compliance for HealthCompass. COPPA for children's data in FamilyCompass. KCSIE safeguarding alignment in EduCompass. CQC/HIQA inspection readiness for CareCompass. Compliance is understood from first principles, not outsourced.

🛠️

Full-Stack Architecture

React Native 0.74.5 (pure, no Expo), Supabase backend, real-time subscriptions, AES-256 encryption layer, iOS Secure Enclave and Android StrongBox integration, Signal Protocol messaging. Enterprise-grade, production-ready, built by a founder who writes the code.

One platform. Four products.

The same encrypted foundation, applied to the sectors that need it most.

FamilyCompass

GPS, encrypted messaging, shared calendar, voice & video calls, emergency alerts. Zero-knowledge. No data selling. Built for military families, aviation families, and anyone who takes privacy seriously.

Beta · Summer 2026

HealthCompass

HIPAA-compliant patient-family communication for hospital ICU, maternity, and paediatric departments. Reduces repetitive family call volume. Encrypted, auditable, mobile-first for clinical staff.

Pilots Open · 2026

CareCompass

Encrypted family communication for nursing homes and residential care. Resident wellbeing updates, medication notifications, GDPR-compliant. Built in Ireland — HIQA and CQC aligned.

Pilots Open · 2027

EduCompass

GDPR-compliant parent-teacher communication for schools of all kinds. Replaces unencrypted WhatsApp groups and fragmented email chains. KCSIE safeguarding aligned. MIS integration included.

Pilots Open · 2027

The Vision

Technology should earn
the trust it asks for.

The dominant model for "free" coordination apps is to monetise the data those apps generate — including precise family location data. That model is now under regulatory pressure globally, and for good reason.

AI Pieces operates on a different premise: the product should cost a fair amount of money, and the company should have no incentive to do anything with your data except protect it. That is the only business model consistent with genuine privacy.

Every feature in every AI Pieces product is grounded in research. Every architectural decision prioritises security over convenience. Every product is designed to be genuinely useful to the people who need it — not optimised for engagement metrics.

68%
of family stress originates from scheduling conflicts and logistics miscommunication — not relationship problems.
30%+
of nursing time in high-dependency wards consumed by family communication — repetitive calls that a better channel would eliminate.
76%
of consumers say they would not buy from a company they don't trust with their data.
72%
of US consumers say there should be more government regulation of what companies can do with personal data.

Let's connect.

Questions about the research, the products, partnerships, or what it takes to pilot HealthCompass, CareCompass, or EduCompass in your organisation?

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