The contextual skills layer
for automotive technicians
Uncover skills.
Discover capability.
Decide better.
Turn disconnected workshop, assessment and training data into a clear view of technician skills, and what to do next.
One contextual skills framework
A shared foundation for the decisions that matter.
Why MOBILAR®?
Technical work happens offline.
Skills need deeper context.
Technicians leave traces in repair records, support tickets and learning systems, not a ready-made picture of their skills. MOBILAR® adds what those traces miss: the work involved and the capabilities it requires.
Workshop reality
Dealer Management Systems
Standard times and repeat repairs
Repair Support Ticketing
Repair-support tickets
Learning Management Systems
Tests, participation and training history
Signals, not yet skills evidence.
A repeat repair shows something went wrong, not what a technician can do.
“You already have the data. Without context and a common language, it is worth far less.”
Assessment results, workshop jobs, repair cases and training records only become useful when they are read against the same understanding of tasks and skills.
Go beyond skill labels.
MOBILAR® links each skill to real tasks and real-life observable behaviour.
Useful labels. But what must someone actually be able to do?
Two examples to compare. Pick one below.
Difficult electrical repair
- Reference values
- Connector lock
- Wiring protection
Not just a set of skill labels. A clear reference for what capability looks like.
Explore your workforce’s skills contextOne skills framework.
Connected to the reality of your workshops.
MOBILAR® connects the work technicians perform, the skills it requires and the evidence of their capability.
The full breakdown, from workshop reality to the systems that hold the traces, lives on the Product page.
- 01
Workshop reality
What happens, but what you don’t see.
- 02
Your existing systems
The reflection of what you think happens.
- 03
MOBILAR® contextual skills framework
The missing layer: what actually happens, and what needs to improve.
- 04
What it delivers
The true potential of what your data tells you.
The MOBILAR® Agent.
At your side in the workspace.
The Agent turns time-consuming expert work into guided steps. You stay in charge of every decision.
Map roles, tasks and skills
AI-assisted mapping of job roles to the tasks and capabilities they require.
Interpret scores and signals
Assessment results and workshop signals read together, with observed and inferred kept apart.
Check training coverage
Existing courses compared with measured gaps, so development targets what is missing.
Your question.
A clearer way forward.
From recurring repair issues to targeted development. Step into a connected workspace and see how the Agent helps aftersales, academy, dealer and workshop teams investigate, create and decide.
Let’s investigate one question at a time.
Start with operational signals, then investigate what lies behind them.
Built for automotive brands, at all levels.
Grounded in automotive
Built on real workshop tasks: diagnosis, EV and high-voltage, ADAS, service.
Consistent across markets
The same role requirements in every country, comparable everywhere.
Support from day one
One contact person, workshops and regular check-ins.
Questions we get often
How it works,
in short.
Clear answers on skills, evidence, comparison and the systems you already run.
Ask a questionMOBILAR® is a contextual skills layer for the automotive industry. It connects the tasks people perform in the workshop to the skills they need and to the evidence you already hold, so OEMs, importers and dealers can see what their workforce can actually do.
Let’s talk.
Tell us what you’re working on. We’ll explore where MOBILAR® could help and whether a demo or a conversation about your network is the right next step.