Work

Original work built for reliability, control, and long-term use

This page is the core product work on the site. Each platform grew out of a real operational constraint rather than a portfolio exercise: mixed device ownership, regulated AI adoption, or fragile community coordination. The emphasis is practical systems architecture, technical differentiation, and production reliability.

Mobile Distribution

01 — AppDeploy

Internal application distribution without MDM dependency or private hosting

ScotiTech product led and developed by me, maintaining enterprise app security without requiring device enrollment or MDM control.

Entitlement-led distribution architecture with full organisational control

Technical Differentiation

MDM-equivalent security for enterprise app distribution.

3 organisations

adoption

50+ app deployments

deployments

Up to 80% reduction in deployment costs

cost Savings

100% distribution availability

uptime

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1. The Fragile Dependency

Internal mobile apps were delivered through app stores, MDM policies, or manual installs, all of which depend on external control and device ownership.

2. What Breaks in Real Life

Organisations invest in internal applications to control operations, yet depend on external distribution systems that introduce fragility.

3. System Architecture

Led and developed by me through ScotiTech, AppDeploy creates a controlled entitlement layer between the organisation and its applications — separating device ownership from operational access and restoring governance over distribution.

4. Operational Outcome

Teams gain predictable app deployment with full governance control and minimal user friction, enabling operational continuity across the organisation.

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AI Architecture

02 — AXOS - Private AI Workspace

A private AI workspace for regulated organisations

ScotiTech product led and developed by me, enabling local AI execution with complete data sovereignty for compliance-bound teams.

Secure local AI execution with complete data sovereignty

Technical Differentiation

Governance-first architecture combining local inference, workflow controls, and auditability for regulated AI adoption.

2 regulated organisations

adoption

100,000+ AI interactions

interactions

100% on-premise processing

data Sovereignty

100% platform availability

uptime

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1. The Fragile Dependency

Institutional knowledge lives inside SaaS tools and external AI platforms that organisations do not control.

2. What Breaks in Real Life

Teams are forced to push confidential documents into external SaaS and AI tools to get value, which trains third-party models and compromises data control. Critical knowledge leaves the organisation instead of staying on-premise.

3. System Architecture

Led and developed by me through ScotiTech, AXOS creates a self‑controlled environment where communication, documents, and knowledge remain under organisational ownership. AI runs inside infrastructure boundaries rather than outside them.

4. Operational Outcome

Knowledge remains continuously accessible under organisational control, with AI assistance running on internal infrastructure. AI becomes a capability teams control, integrated into operations.

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Care Technology

03 — ElderConnect+

Community-focused digital support for independent living

Community-focused coordination platform helping family networks support older adults through lightweight, predictable interactions.

Applied social innovation through lightweight, reliable care coordination

Technical Differentiation

Coordinated, low-friction support through lightweight shared visibility, replacing informal coordination with structured, predictable interactions.

15+ active family networks

users

200+ coordinated check-ins

check Ins

4x faster issue resolution

response Time

85% sustained engagement

retention

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1. The Fragile Dependency

Everyday support for older adults depends on informal, inconsistent coordination between family, neighbours, and helpers.

2. What Breaks in Real Life

Small needs are missed, check‑ins are irregular, and help becomes unreliable, especially after gaps in use or when people are distributed across locations.

3. System Architecture

ElderConnect+ provides a shared, low‑friction layer for requests and acknowledgements, keeping interactions explicit and predictable without forcing users into complex workflows.

4. Operational Outcome

Routine support becomes easier to organise, issues surface earlier, and users maintain confidence in daily life as support networks gain structure and reliability.

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