Ideas & feasibility
Frame the question, explore the technology and build enough evidence to decide what comes next.
IQAbel / The practice
Good questions.
Useful engineering.
From exploring an idea to connecting a factory floor. Six areas of work, shaped by the same attention to people, systems and the conditions in which they operate.
01 / Engineering practice
Medtech & industrial AI
Engineering for environments where reliability, traceability and human judgment shape every decision.
A good fit for
Medical device teams and manufacturers connecting existing systems or bringing AI into their workflows.
How we approach it
We work alongside your engineering and quality teams, within your established processes. Regulatory decisions and approvals remain with the appropriate specialists in your organisation.
What we can work on
- Factory 4.0 connectivity and Unified Namespace architecture
- OPC UA, MQTT and legacy equipment integration
- Evaluation, verification and change documentation
- Risk, training and operational dashboard workflows
02 / Engineering practice
AI strategy & engineering
Find the useful application. Test the assumptions. Build the system that survives contact with the real world.
A good fit for
Teams moving beyond a prototype, introducing AI into existing operations, or deciding where to begin.
How we approach it
An engagement starts with the problem and the available evidence. Sometimes the right answer is a smaller model, a simpler workflow, or no AI at all.
What we can work on
- Feasibility, data analysis and model evaluation
- Production architecture and implementation
- Microsoft Copilot and enterprise integrations
- Ongoing evaluation and human review workflows
03 / Engineering practice
Web & product engineering
Thoughtful digital products, from the first interaction to the systems that keep them running.
A good fit for
Organisations building a new product or modernising a platform their people already depend on.
How we approach it
Build for the people using the product and the team inheriting it. Clear interfaces, maintainable code and a considered path from the current system to the next.
What we can work on
- Product architecture and full-stack development
- AI features inside existing applications
- Enterprise identity and data integration
- Performance, accessibility and handover
04 / Engineering practice
Sports technology
Better tools for the people behind the game. Membership, operations and insight, working together.
A good fit for
Clubs, federations and sports organisations ready to move beyond fragmented spreadsheets and disconnected tools.
How we approach it
Practical software that respects how clubs actually operate, including volunteer time, committee decisions and the needs of members.
What we can work on
- Membership and club operations platforms
- Fixtures, communications and community tools
- Performance and match analytics
- Athlete and coaching applications
05 / Engineering practice
Mobile development
Useful, responsive applications that travel with your users, including where the connection doesn’t.
A good fit for
Teams taking a product onto iOS and Android, or building tools for field and industrial environments.
How we approach it
Design around the conditions in which the app will be used. Connectivity, device capabilities and day-to-day interactions inform the architecture from the start.
What we can work on
- Native and cross-platform applications
- Offline storage and synchronisation
- Device and hardware integration
- Release preparation and product handover
06 / Explore what’s next
Research & emerging technology
A place for the next idea. Explore emerging technology, build a prototype and find out what deserves to go further.
A good fit for
Teams with a difficult question, an early concept or a new technology they want to understand before committing to a product.
How we approach it
Research is allowed to change the question. We distinguish hypotheses from findings, document the limitations and treat a prototype as something to learn from before considering production.
What we can work on
- Idea exploration and technical feasibility
- Experimental prototypes and proof-of-concept systems
- Cognitive architectures and agent workflow research
- Evaluation findings and a practical next-step recommendation
Different starting points
Find the right shape of work.
Focused engineering
A defined piece of work, from architecture and implementation to documentation and handover.
Advisory & workshops
Technical judgment, practical AI workshops and support for teams modernising their systems.
The next useful thing starts here
Start with the question.
A new idea, a system to connect, a prototype to take further. Tell us where you are and what you’re trying to change.