Software · Applied AI · Optimisation
Software for complex operational decisions.
LINIR TEC designs and prototypes software systems where data, constraints and human judgement have to work together. Our current aviation R&D focuses on maintenance planning under changing parts, labour and schedule constraints.
Software systems and applied AI
Founder-led. We take on scoped work.
Aviation · MRO · Optimisation
Maintenance planning that responds when the plan changes.
COSMO explores a practical MRO question: how do you keep a maintenance plan viable when parts, labour, capacity or priorities change?
Forecast demand. Apply operational constraints. Re-solve the plan when inputs move. Show what changed and why.
Interactive prototype using synthetic or representative data. Not a production MRO system.
- Welsh founder-led engineering company
- MSc Artificial Intelligence (Distinction)
- MRO planning prototype
What we work on
- Software systemsScoped services, tools and integrations built around a defined operational need.
- Applied AIModels used inside a wider system, where they have a defined job.
- OptimisationPlanning problems with real constraints, trade-offs and changing inputs.
- R&DFocused experiments and prototypes for technical questions that need evidence before scale.
Have a difficult software, data or planning problem?
Tell us what is changing, what currently makes the problem difficult and what a useful outcome would look like.