Faktion helps connected machine manufacturers build the AI foundation, models, and platform capabilities to move from raw telemetry to fleet-wide intelligence, stronger service performance, and new revenue models
For many industrial manufacturers, the shift from selling machines to delivering connected, software-enabled, and outcome-based services is becoming one of the largest value-creation opportunities in the business.
Over more than a decade, Faktion has partnered with global machine manufacturers to make that transition real: from turning raw sensor data into structured, usable assets to deploying predictive models and building the MLOps capabilities required to scale AI across fleets.
Explore our cutting-edge AI solutions and success stories.
4 strategic areas where connected machine manufacturers are creating lasting competitive advantage.
Make your IoT data accessible and actionable
Understand how customers actually use your machines
Detect deviations and their root causes before they cause damage
Extend predictive maintenance to new failure modes
Catch defects before machines leave the production line
Build the infrastructure to scale AI across your entire installed base
Let every machine in your fleet learn from every other
Turn aftermarket and spare parts into a competitive advantage
Give every technician the diagnostic depth of your most experienced engineer
Make operational, compliance, and sustainability reporting automatic
Move from selling machines to selling the outcomes they deliver
Our step-by-step process helps you identify where you are, what is blocking progress, and what to build next to move from data foundation to commercial platform.
We start with what you are actually trying to achieve in business terms: reduce unplanned downtime, improve service margins, understand how your machines are really used in the field, or create the basis for a new service model.
We translate business objectives into actionable technical use cases and AI opportunities grounded in what is feasible for your machine, data, and service environment.
We assess your current position across data infrastructure, modelling capability, deployment readiness, and organisational maturity.
We design a phased execution plan that balances short-term value with long-term capability building across the installed base.
We move into delivery through an embedded AI product team or by strengthening your internal team with Faktion specialists.
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Trusted by TOMRA, ZF, Komatsu, and other global machine manufacturers.
