Capabilities
Six disciplines, designed to work together
What we build and why it matters. This page describes the scope of our work and the value it can bring; it does not list completed client projects.
01
Backend systems and APIs
The server side of a product: data models, services, and well-documented interfaces that web, mobile, and device clients depend on. We treat reliability, observability, and clear contracts as part of the design, not as afterthoughts.
Scope
- API design and versioning for web, mobile, and device clients
- Data modelling, storage, and background processing
- Authentication and authorization design
- Integration with third-party services and existing systems
Potential value
- One well-defined interface shared by every client
- Systems that are easier to test, monitor, and change
02
Web applications
Web applications and sites that load quickly, work with assistive technology, and remain maintainable as requirements change. This website is built to the same standards we describe here.
Scope
- Responsive, accessible front ends
- Static sites and server-backed applications
- Performance budgets and measurement
- Design systems and reusable components
Potential value
- Interfaces people can actually use, on any device
- Predictable performance and lower maintenance cost
03
Native iOS and Android
Native applications that use platform conventions, system capabilities, and device sensors properly. Native development suits products that depend on responsiveness, background behaviour, hardware access, or tight platform integration.
Scope
- Native iOS and Android application development
- Connecting apps to backend services and to hardware over Bluetooth or Wi-Fi
- Store-ready packaging, privacy disclosures, and support readiness
- Accessibility and platform design guidelines
Potential value
- Apps that feel at home on each platform
- A direct path from a physical device to a phone in someone's hand
04
Hardware and embedded systems
Electronics and firmware shaped by power, cost, size, and safety constraints. We approach hardware as part of a complete system, so firmware, connectivity, and the software around it are designed together.
Scope
- Prototype electronics and firmware
- Sensor and actuator integration
- Power, timing, and reliability considerations
- Bench validation and iteration toward a manufacturable design
Potential value
- Fewer surprises when a prototype meets the real world
- Firmware and software that are designed to work together
05
Internet of Things
Connected products that link devices, cloud services, and apps. The hard parts are rarely the first connection: they are provisioning, updates, security, and what happens when the network is unreliable.
Scope
- Device-to-cloud architecture and messaging
- Provisioning, identity, and secure update strategy
- Offline behaviour and data synchronisation
- Monitoring and fleet management concepts
Potential value
- Devices that keep working when connectivity does not
- A clear plan for security and updates from the start
06
AI/ML research and implementation
Machine-learning models integrated into software and physical systems, with attention to data quality, evaluation, and the cost of being wrong. Where a simpler method is sufficient, we prefer it.
Scope
- Problem framing and evaluation design
- Model selection, training, and adaptation
- On-device and cloud inference trade-offs
- Integration with applications, sensors, and devices
Potential value
- Intelligence applied where it measurably helps
- Honest evaluation instead of unverified claims