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Applied AI
AI systems designed around specific organisational needs and existing knowledge — from adapting and fine-tuning language models to retrieval-augmented generation and more specialised AI workflows.
What We Do
Five capabilities, treated as one engineering problem.
We help organisations solve complex operational and technical challenges — combining academic depth with hands-on engineering.
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Mathematical optimisation
Mathematical modelling, optimisation algorithms and computer science research applied to scheduling, routing, resource allocation, logistics and operational planning.
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Custom software
Web and mobile applications, internal business platforms, back-office systems, integrations, data-processing tools and specialised operational software — built around the way an organisation actually works.
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Systems and infrastructure
Linux servers, networks, workstations, identity and access, DNS, DHCP, deployment environments, monitoring and ongoing technical maintenance — up to complete IT environments.
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Distributed systems and blockchain
Decentralised applications, peer-to-peer networking and protocol-level development — including the design and implementation of a native blockchain protocol from the ground up.
Applied AI
AI built around the organisation.
We design AI systems around specific organisational needs and existing knowledge. Our work ranges from adapting and fine-tuning language models to building retrieval-augmented generation systems and more specialised AI workflows — always working with the organisation’s own information, processes and constraints.
The objective is not simply to add AI to a product. It is to identify where it can meaningfully improve access to knowledge, automate demanding tasks, support decisions, or create entirely new capabilities.
Mathematical Optimisation
When ordinary logic is not enough.
Some business problems cannot be solved effectively with ordinary software logic alone. We apply mathematical modelling, optimisation algorithms and computer science research to problems involving scheduling, routing, resource allocation, logistics and operational planning — helping organisations make better use of their time, infrastructure, people and available information.
We are particularly comfortable working on problems where there is no obvious solution and where several competing constraints must be balanced.
Custom Software
Software shaped by the work.
We design and develop software around the way an organisation actually works: web and mobile applications, internal business platforms, back-office systems, integrations, data-processing tools and specialised operational software. Our experience spans human resources, accounting, project management, logistics, monitoring and process automation.
Every engagement begins with understanding the underlying problem. Technology choices follow from the requirements rather than the other way around.
Systems and Infrastructure
Reliable software needs reliable ground.
We provide practical IT and systems expertise covering Linux servers, networks, workstations, identity and access, DNS, DHCP, deployment environments, monitoring and ongoing technical maintenance. Our experience includes administering complete IT environments for educational institutions — from server infrastructure to computer classrooms and end-user systems.
This breadth allows us to understand the full environment in which software operates — not only the application itself.
Distributed Systems and Blockchain
Systems without a centre.
Our research and engineering experience also extends to decentralised applications, blockchain-based systems, peer-to-peer networking and protocol-level development. We have worked beyond application development, including the design and implementation of a native blockchain protocol from the ground up.
This gives us a deeper understanding of distributed computing, consensus, resource coordination, and systems that must operate reliably without a single central authority.
How We Work
Focused, project-based engagements.
We collaborate directly with clients to understand the problem, evaluate possible approaches, and develop a solution appropriate to the organisation. Depending on the project, this can include research, technical consulting, prototyping, implementation, deployment and continued maintenance — an approach especially suited to challenges that require research, software engineering and practical systems knowledge together.
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Clear understanding before implementation
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Solutions tailored to real workflows
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Direct and pragmatic communication
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Long-term technical quality
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Measurable operational value
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Technology chosen for purpose, not fashion
Why Invoid
Research, carried into production.
The defining strength of Invoid is the connection between research and implementation. We follow advances in computer science closely, but we also understand that production systems must be reliable, maintainable, and useful to the people operating them.
Our role is to bridge that gap: to take advanced methods from research and turn them into technology that solves concrete business problems. From intelligent automation and optimisation to custom platforms and underlying infrastructure, we can address a problem as a complete system.
Get In Touch
Let’s solve something difficult.
If your organisation has a complex process, an ambitious software idea, or a technical challenge that standard solutions cannot address, we would be glad to discuss it. Tell us about the problem — we will help determine what is possible and how to approach it.