Security of Supply and the Defence Industry
From the perspective of security of supply and the defence industry, systems are not merely IT – they are part of an organisation’s operational capability.

Monad designs and delivers software for operationally critical environments, where systems must function reliably under continuous use and high requirements.
We emphasise:
- long lifecycle and maintainability
- clear architectures and manageable system landscapes
- operational reliability in regulated environments
- compliance readiness: documented development processes and traceability
- readiness to operate within certification-driven development processes
Security of Supply and the Defence Industry
How We Can Help
Data and Situational Awareness
In critical environments, decision-making is based on reliable information and up-to-date situational awareness.
We build solutions where operational data, sensor data, and historical information are combined into a coherent and understandable whole. Artificial intelligence can be utilised for visual sensor data recognition and anomaly detection as part of the system.
The objective is predictability and the management of disruptions – not analytics for its own sake.
User Experience in Critical Work (UX/UI)
User interfaces in security of supply and defence environments differ from conventional software. Users operate with large volumes of information, multiple data sources, and significant responsibility. There is no room for error.
A single view may simultaneously display real-time operational data, alerts, interdependencies, and time-critical decision points.
Monad designs user interfaces for environments where maintaining situational awareness is paramount and information prioritisation is decisive. Systems must support users even under high cognitive load, without unnecessary complexity.
Our goal is clarity, predictability, and operational reliability – even under pressure.
Machine Learning and Artificial Intelligence in Safety-Critical Environments
In security of supply and defence systems, the key question is not only whether AI can be used, but how its behaviour is constrained and validated as part of a controlled overall system.
AI solutions must be testable, traceable, and auditable. Model behaviour is evaluated in predefined scenarios, and outputs can be verified as part of the system.
AI does not replace humans in critical decision-making. Responsibility always remains with the human.
Our Experience
Solution Examples
Monad has experience in safety-critical development environments and simulation-based validation.
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TADA: A research project exploring the potential of AI-assisted ATC
TADA A research project exploring the potential of AI-assisted air traffic control TADA (Terminal Airspace Digital Assistant) is a pan-European

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Kalmar: Development of the TechSight Portal
KALMAR Development of the Kalmar TechSight Portal Kalmar is a globally leading provider of port and terminal solutions. The company’s
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ALSO: Renewal of the End-of-Life Software System
ALSO System Renewal to Support Growing Volumes and Sustainability ALSO Finland Oy is part of the international ALSO Group, one

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Lektor: AI-Supported Air Traffic Controller Training
LEKTOR Become an Air Traffic Controller Online: A Unique Simulation That Recognizes and Generates Speech Lektor is Finland’s only private

Security of Supply and the Defence Industry
Why Monad?
Monad is a forward-thinking, agile, and reliable partner for exceptionally demanding environments.
What sets us apart:
- experience in highly regulated environments and with critical data
- the ability to design and deliver mission-critical systems
- controlled and documented development processes
- traceability and readiness for regulated environments
- user-centred design for demanding operational use cases
We build digital solutions that simply have to work.
Security of Supply and the Defence Industry
Simulation and Validation
Critical systems often cannot be tested in real operational environments before their functionality has been carefully verified.
Simulation environments enable scenario testing, evaluation of operational models, and validation of technologies without risking live operations.
This approach is well established in aviation and healthcare, and it is equally essential from the perspective of security of supply and the defence industry.

Our Experience
Multidisciplinary Expertise
Monad operates in environments where systems must perform reliably in all situations.
We have experience in, for example:
- digital systems for aviation
- regulated healthcare software
- critical environments in industry and infrastructure
Organisations operating in security of supply and defence require a partner who combines technical expertise, operational reliability, and the demands of regulated development.
Let’s Continue from Here
Here’s How It Works
01
Get in Touch
You don’t need a polished business plan or a finished spec. The best way to move forward is to set up a casual conversation. Drop us a message or give Tomi a call!
02
Let’s Talk
We’ll go through your situation and needs together. We’ll explore if we can help. There’s no obligation and no cost at this stage.
03
We’ll Make a Proposal
Once we have a clearer picture of your needs, we’ll put together a proposal on how we could proceed.
Let’s Connect
Let’s go through your situation and needs together — and we’ll put together a proposal on how to move forward.
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Tomi Niemenmaa
Head of Sales







