Manufacturing · Energy · Transport · Defence
Simulation and reliability modelling for systems that have to perform
Simverk models how production systems, fleets and infrastructure behave over time, so decisions about throughput, availability and maintenance rest on more than a spreadsheet. Engagements are short, scoped and built on open source rather than a licensed platform. Each one ends with something you can use: a working model, a clear analysis, or a tool that runs without Simverk in the room.
What Simverk does
Six areas of work, usually combined. Most projects start with a question about how a system behaves and end with a model, an analysis or a tool that answers it.
Simulation modelling
Discrete-event and agent-based models of systems and operations, built to answer a specific question.
Reliability engineering
System reliability and availability analysis, failure and maintenance data, and survival analysis.
Engineering analytics
Turning engineering and operational data into usable answers, with machine learning where it earns its place.
Decision support tools
Desktop and web applications that put a model or analysis in the hands of the people making the call.
Workflow automation
Automating the repetitive parts of engineering analysis, from data through to reporting.
LLM-accessible tooling
MCP servers, command-line interfaces and APIs, so engineering models and analyses can be driven by LLM agents.
How Simverk works
Simverk is a small practice and takes on work that fits that shape.
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Scoped, finite projects
Work is defined as a specific question and a specific deliverable, typically weeks rather than an open-ended engagement. If a piece of work is too large or too vague to scope that way, Simverk will say so.
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Direct access to the specialist
You talk to the person doing the modelling and writing the code. No account layer, no handover between the people who scoped the work and the people who do it.
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You keep what is built
Models, source code and documentation are handed over, so the result stays usable and extensible by your own engineers after the project ends. The work builds on open-source foundations, so there is no platform licence to buy.
Have a problem worth modelling?
Describe the system or the decision, and Simverk will tell you honestly whether simulation, reliability analysis or a purpose-built tool is the right answer.
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