Aitheon
Aitheon is an Irish predictive maintenance service combining industrial IoT sensors with custom AI models. It monitors CNC machines, lasers, robots, pumps, HVAC units and ship engine rooms, forecasting failures from data trends rather than reacting to threshold alarms.
What is Aitheon?
Aitheon is a predictive maintenance service for industrial and marine machinery, delivered by AITHEON LIMITED, a company registered in Cork, Ireland on 26 February 2025. It was founded by Oleksii Zhestkov and Barry O'Sullivan, who met in Cork: Zhestkov worked as an electrician in metallurgy, then as an Electro-Technical Officer running engine rooms on merchant ships, then in medical instrument manufacturing; O'Sullivan brings experience in electro-mechanical systems for large-scale production.
The company positions itself explicitly against condition-based maintenance. Where condition-based systems react once a sensor crosses a preset threshold, Aitheon analyses data trends to forecast a failure before it happens. That distinction is argued at length on the homepage in a side-by-side comparison table, and it is the core of the sales pitch.
The offer is a full service rather than a piece of software you install. Aitheon carries out an on-site assessment of your assets and existing maintenance practice, selects and positions industrial-grade IoT sensors, fits them and wires them to its own gateways, establishes baseline operating conditions, configures alerting, then develops and trains AI models calibrated on your equipment's historical and real-time data. Customers receive real-time monitoring dashboards, anomaly detection, per-asset health scores and, on the lower tiers, monthly reports.
Four equipment families are covered on the industrial side: laser systems (cutters, welders, markers), CNC machines (spindle vibration, tool wear, coolant, motor current), industrial robots from ABB, Fanuc and Mitsubishi (joint torques, motor temperatures, axis speeds), and pumps, compressors and HVAC units. A separate maritime practice covers engine rooms on cargo ships, tankers, bulk carriers, passenger vessels and offshore units, monitoring main engines, auxiliary generators, compressors, fuel and oil systems and electrical systems.
Lean Six Sigma methodology is cited across four pages as the framework for variation control and measurable improvement. The company describes itself as a startup and publishes no customer references, case studies or testimonials. There is no public API, no mobile application and no self-service sign-up: the only route in is the contact form or the phone.
What it does
- Monitor vibration, temperature, current, pressure and airflow on critical machines continuously
- Predict equipment failures from trend analysis before they occur, rather than on threshold breach
- Assign a health score to each asset so maintenance teams can prioritise interventions
- Trigger alerts and notifications when readings deviate critically from the established baseline
- Schedule maintenance at the optimal moment instead of reacting to a breakdown
- Produce monthly performance reports on the Starter and Growth plans
- Extend asset lifespan and cut energy consumption on pumps, compressors and HVAC systems
When to use Aitheon / When not to
A quick filter to help you decide if Aitheon is the right fit.
When to use Aitheon
- Manufacturing plants running high-value machinery whose unplanned stoppage is expensive, such as CNC centres, laser cutters and industrial robots
- Shipping operators and fleet managers responsible for engine rooms on cargo vessels, tankers, bulk carriers and offshore units
- Small and medium industrial firms with limited maintenance budgets, addressed directly by the Starter plan covering up to five machines
- Facilities and utilities teams running pumps, compressors, fans and HVAC systems who want to cut energy consumption alongside breakdowns
- Maintenance and reliability engineers who already run condition-based monitoring and want to move from threshold alarms to trend-based forecasting
When not to use Aitheon
- Anyone expecting self-service software: there is no sign-up, no online trial and no customer portal, only a contact form
- Teams that need an API or programmatic access, as no public API, documentation or developer endpoint exists
- Mobile-first users, since neither an iOS nor an Android application is published
- Organisations unable to host physical hardware, because the service requires IoT sensors and gateways to be fitted on the machines
- Buyers who need a firm, fixed quote up front, as two of the four plans are quoted on request and the other two are published as wide ranges
How to use Aitheon
A typical end-to-end flow, from setup to results.
- Contact Aitheon through the website form or by phone; the company states it replies within one to two business days
- Take part in an initial consultation and on-site assessment of your maintenance goals and operational challenges
- Have your critical assets identified and your existing maintenance practice, data collection and sensors audited
- Agree the baseline metrics and performance standards against which improvement will later be measured
- Review the tailored design: sensor selection and placement, gateways and wireless protocols, dashboard configuration
- Schedule professional installation of the sensors on your machines, coordinated with your maintenance team to avoid downtime
- Let Aitheon integrate the data streams into its monitoring platform and establish normal operating conditions
- Have alarm and notification thresholds configured for critical deviations
- Wait while the AI models are calibrated on your historical and real-time data, then continue learning from new readings
- Use the dashboards, health scores and alerts day to day, with expert support and reporting according to your plan
Pros & Cons
Pros
- Publishes actual figures on its pricing page, which is uncommon in a market normally quoted entirely on contract
- A 30-day free trial covering one machine is offered on all four plans
- Founders' domain expertise is specific and checkable: engine-room electro-technical work at sea and electro-mechanical systems in heavy industry
- Maritime engine-room coverage is a genuinely uncommon specialism among predictive maintenance vendors
- End-to-end delivery including the physical sensor installation, so the customer needs no software skills
- Legal identity is verifiable and consistent: AITHEON LIMITED, CRO 782454, whose registered activity is machinery repair
- The difference between predictive and condition-based maintenance is explained clearly and argued rather than asserted
Cons
- Very young company: incorporated on 26 February 2025, with a domain registered a month earlier and no public track record
- No customer references, testimonials, case studies or client logos anywhere on the site
- Parts of the site are unedited template: the entire FAQ on the contact page is Lorem ipsum, as is the footer tagline on all eight pages
- The privacy policy points users to email@gmail.com, a leftover placeholder, when asking to exercise their data rights
- No mention of the GDPR at all, no retention period, no processor list, no DPA and no certification, for an EU-based vendor
- Prices are published as wide ranges and two of the four plans carry no figure at all, so the real cost cannot be worked out
- No API, no mobile app, no self-service trial and no public documentation
Pricing & Plans
There is no permanent free plan, but a 30-day free trial covering one machine is offered on all four tiers. The cheapest published entry point is the Starter plan at EUR 75 per machine per month, quoted as a range of EUR 75 to 200. The Growth plan is quoted at EUR 60 to 180 per machine per month; its floor is lower than Starter's, which reflects a volume discount rather than a cheaper entry point, since Growth is aimed at medium enterprises monitoring up to fifteen machines. The Maritime and Enterprise plans carry no published figure and are quoted on request. Prospective buyers should note that the billing unit is per machine, so the invoice scales with the number of assets monitored, and that no VAT treatment, contract term or installation fee is stated even though sensor installation is part of the service.
- Maritime Plan — quoted on request
- covers main engines
- generators
- compressors and pumps
- includes the 30-day free trial on one machine
- enhanced safety
- efficiency and compliance with industry standards
- Starter Plan — EUR 75 to 200 per machine per month
- for small enterprises monitoring up to 5 machines
- includes the 30-day free trial
- basic sensors
- AI analytics and monthly reports
- Growth Plan — EUR 60 to 180 per machine per month
- for medium enterprises monitoring up to 15 machines
- includes the 30-day free trial
- basic sensors
- AI analytics and monthly reports
- Enterprise Plan — quoted on request
- for large facilities monitoring unlimited machines
- includes the 30-day free trial
- comprehensive monitoring with remaining-useful-life as a premium feature
- custom AI models and dedicated support
Data, GDPR & hosting
A consolidated view of how Aitheon handles your data.
GDPR overview
The GDPR is never mentioned anywhere on this website. The word does not appear on any of the eight published pages, and the company is established in Ireland, so it falls squarely within the Regulation's scope. The privacy policy does describe, in plain language, what is collected (name, email, phone, IP address, browser, pages visited, cookies), why it is used, and it announces rights of access, update and deletion plus an opt-out from cookies and marketing. But no legal basis is cited, no GDPR article is referenced, no data protection officer is named, no retention period is given and no processors are listed. One passage is visibly unfinished: the section on user rights directs readers to email@gmail.com, an unedited template placeholder, while the genuine address appears further down the same page.
Who owns the data?
The published documents say little about ownership. The privacy policy states that Aitheon does not sell or rent personal data, but reserves the right to share it with unnamed trusted partners such as analytics providers and hardware partners, and to disclose it where required by law. Users are told they may access, update or delete their personal data on request. Crucially, nothing in the privacy policy or the terms of use addresses ownership of the machine and sensor data collected from customer equipment, which is the material the service actually produces. The terms assign intellectual property in the website content to Aitheon or its partners, but stop there.
Reuse rights
The terms of use do not grant end users any reuse rights over site content: reproduction, redistribution, copying and reverse engineering are prohibited without prior written permission, and all website material is claimed as the property of Aitheon or its partners. Nothing is said about what a customer may do with the monitoring data, dashboards, health scores or reports generated from their own equipment, so any reuse of those outputs would have to be settled contractually. On Aitheon's side, personal data is used to deliver and improve the services, to communicate with users and to analyse usage trends, while sensor readings such as vibration, temperature, current, pressure and airflow feed the AI models. The company states that models are calibrated on historical and real-time inputs and keep learning from new data, so customer equipment data does train the models, and no mechanism is offered to opt out of that.
Data retention & training
Hosting summary
No hosting information is published. Neither the privacy policy, the terms of use nor any other page names a country, a region, a data centre or a cloud provider for the data Aitheon collects from customer equipment. The privacy policy claims robust security measures without describing any of them, and adds the standard caveat that no internet transmission is completely secure and absolute security cannot be guaranteed. The public website itself is served through Webflow's content delivery network behind Cloudflare, but that concerns the marketing site only and says nothing about where sensor readings, dashboards or model data are stored. Given that the vendor is established in Ireland and disputes are placed under Irish law before the courts of Cork, an EU jurisdiction is the reasonable expectation, but the site never states it. Anyone with a data residency requirement should obtain this in writing before committing.
Things to keep in mind
Risks and trade-offs to weigh before adopting Aitheon.
- An unrelated American company trades under the Aitheon name with a domain registered in 2017; check you are dealing with the Irish company, CRO number 782454, before signing anything
- The website publishes no company number, no full legal name, no VAT number and no postal address; the legal identity had to be established from the Irish register, so verify it yourself before contracting
- The privacy policy tells users to exercise their data rights at a placeholder Gmail address, and the contact page FAQ is entirely Lorem ipsum: treat the legal pages as unfinished and ask for reviewed versions
- No GDPR mention, no retention period, no processor list and no data processing agreement, from a vendor inside the EU that will hold operational data about your plant
- The service captures continuous, granular data about how your machines and therefore your production line actually run; settle in writing who owns that data and what happens to it when the contract ends
- Aitheon states its models keep learning from customer data, and offers no documented way to exclude your data from that training
- Predicted failures and health scores are statistical forecasts, not certainties; keep human inspection and statutory maintenance schedules in place rather than letting the dashboard replace engineering judgement
Setup & Integrations
Technical difficulty
Low for the customer, because Aitheon does the work. The vendor runs the site assessment, selects and positions the sensors, installs and wires them, integrates the data and configures the models and alerts. No software skills are needed. The real cost is organisational rather than technical: the installation is physical work on production machinery, so you must grant access to your plant or vessel and make your maintenance team available to coordinate the work. Aitheon says it schedules around operations to avoid downtime. No overall timescale is published.
Deployment
Supported languages
Behind Aitheon
Resources
All the official URLs gathered for verification and reference.
Frequently asked questions
What does Aitheon actually do?
How is this different from condition-based maintenance?
Which equipment can it monitor?
What does it cost?
Is there a free trial or a free plan?
How do I get started?
Is there an API or a mobile app?
Who is behind Aitheon?
Does the site say anything about the GDPR?
Is this the same company as Aitheon in the United States?
Should you pick Aitheon?
Aitheon is a focused, coherent proposition: AI-driven predictive maintenance for industrial and marine machinery, sold as a full service that includes the sensors, the installation and the models. The founders' backgrounds are specific and relevant, and the maritime engine-room specialism is genuinely uncommon. Publishing real figures on a pricing page is also more than most vendors in this market do.
The reservations are about maturity and paperwork rather than about the idea. The company was registered on 26 February 2025 and shows no customer references, testimonials or case studies at all. Parts of the website have not been finished: the entire FAQ on the contact page is still Lorem ipsum, the footer tagline is Lorem ipsum on all eight pages, and the privacy policy asks users to exercise their data rights by writing to a placeholder Gmail address. For a vendor established in the European Union, the compliance documentation is unusually thin: no mention of the GDPR anywhere, no retention periods, no list of processors, no data processing agreement and no certification.
The published prices also need care. Both quoted plans are wide ranges billed per machine, and two of the four plans carry no figure at all, so a quote remains unavoidable. Note too that an unrelated American company trades under the same name.
This is worth a conversation if you run industrial or marine machinery, value a nearby Irish supplier and are comfortable being an early customer. Ask for references, a written data processing agreement and a firm quote before committing.
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