How do I choose between the ten predictive maintenance tools?
Begin with the machine, because most of these vendors only serve one kind. PROGNOST Systems handles reciprocating compressors and gearboxes, Knowtion electric motors, KONUX railway switches and Railnova rolling stock. Viking Analytics, Neuron Soundware, Acoem and DALOG work across rotating equipment, and Cumulocity and Alleantia are platforms with no machine type fixed.
The second question is who supplies the sensors. If vibration sensors are already on your machines, Viking Analytics reads them over MQTT. If you want a kit, Knowtion delivers the iCOMOX multisensor with its models and Neuron Soundware sells nEdge units with the nGuard web app. Acoem expects its own FALCON, EAGLE or MV-x devices.
The third is how much analysis you can do in house. DALOG has its analysts review every alert, PROGNOST Systems adds expert data assessments, and Cumulocity and Alleantia expect your engineers to define the maintenance logic.
What does predictive maintenance software cost in Europe?
Only one vendor in this list prints a number. Cumulocity shows a Starter plan at €215 per month billed annually, with up to 2.5 million messages a month, 30-day retention and up to three analytics models. Its Business and Enterprise plans, and the on-premise Edge, are quoted.
Alleantia publishes its structure but not its amounts: Core and Insights are priced per machine and Agents per team. The other eight, Viking Analytics, Neuron Soundware, DALOG, Railnova, Acoem, PROGNOST Systems, KONUX and Knowtion, want a demo, an assessment or a contact form first. Where hardware is bundled, as with Neuron Soundware and Knowtion, expect the quote to include sensors.
Where does my machine data go with a European vendor?
The contracting party is the part you can verify: each tool here is sold by a company registered in Germany, Sweden, the Czech Republic, Belgium, France or Italy. Hosting is less uniform. Cumulocity states that Business plans can use tenants in the EU, US or APJ, Alleantia says it installs in your own infrastructure, and Knowtion says analytics run on the edge device.
Viking Analytics, DALOG, Railnova, Acoem and KONUX do not state a hosting location on the pages we checked, and PROGNOST Systems says only that its platform is cloud-based. Ask for the region in writing. Two vendors also need a closer look at the entity: Acoem sells through national subsidiaries, and PROGNOST Systems Inc. in the United States has its own terms.
How do I move from Uptake to a European tool?
Check first whether the move is a like-for-like at all. Uptake describes software for vehicle fleets, with warranty claims and remote diagnostics, while the tools here monitor stationary machines, compressors and rail assets. Railnova is the nearest to a fleet product, with telematics rules and a defect workflow for locomotives, wagons and metro units.
For a plant, expect a new data path rather than an export. Viking Analytics, Alleantia and Cumulocity connect to what you have, and the kits from Knowtion and Neuron Soundware arrive with sensors. Uptake also announced a planned Bosch acquisition on 19 March 2026, so confirm who your contract is with when you plan the exit date.
When is a European platform the wrong choice?
If you run road vehicles, none of these ten fits, because none of them lists trucks, buses or warranty recovery. If you have five machines and no maintenance planner, the platforms Cumulocity and Alleantia will cost more in engineering time than they save, and a packaged tool such as Knowtion PREDICTO or Neuron Soundware is closer.
It is also the wrong choice when the sensors are the real constraint. Acoem is tied to its own devices and KONUX needs hardware on the track, so a vendor change can mean rewiring the plant. Compare sensor cost with software cost before choosing on the software.
How do the tools connect to a maintenance system?
Railnova has the tightest link: Railfleet holds defect tickets and the ECM3 workflow, and alerts from Railgenius can be pushed into it, with a Kafka streaming API and a Power BI connection for data. Acoem NEST Vision assigns tasks to a user by email and exports asset health by OPC UA.
Alleantia sends alerts by email and SMS and outputs to Grafana and Power BI, and Cumulocity exposes an open platform for custom integrations. Viking Analytics does not replace a work-order system, so repairs stay in your own CMMS.
