Use case · Lifecycle and replacement
Every action justified.
What to renew and with what, what to repair, what to move to other use and what not to buy. From measured data, with costs.

The problem
The calendar decides, because nobody else has time.
Without information on a device’s condition and usage, the replacement cycle is kept short to be safe. Good devices are retired too early, and poor ones stay with users for too long. The procurement budget follows the calendar, not the need, and a large replacement wave comes as a surprise.
| For | Finance, IT management, procurement |
| Decision | Renew and with what, repair, move to other use or do not buy |
| Data | Agent, register, leasing, accounting |
How AIDUX helps
- The whole fleet and every device
You see the whole device fleet and upcoming replacement waves first, then the individual device.
- Hard and soft criteria
Condition, age, warranty and cost, and whether the device matches its use. A laptop that is always docked may be better replaced with a desktop than with a new laptop.
- Scenarios with costs
What to renew and with what, and what the options cost by cost centre, ready for the budget.
- Lifecycle stages and reuse
The device's timeline from purchase to retirement. Usable devices are directed to a new user.
- Forecasting the need for action
An estimate from measured data, more accurate as measured data accumulates.
Who does what, from data to execution
| Role | Data | Assessment | Scenarios | Decision | Execution |
|---|---|---|---|---|---|
| AIDUX | Brings together the device’s measured data, the register, leasing and accounting | Assesses the need for action with hard and soft criteria | Calculates options with costs and shows upcoming replacement waves | Prepares the decision options | Tracks what was carried out |
| IT operations | Deploys the agent to devices | Checks discrepancies | Carries out replacements and transfers in service management | ||
| IT management | Chooses a scenario | Approves the actions | |||
| Finance | Sees the budget impact by cost centre | Approves the budget |
Proof
HUS: lifecycle from 3–4 years to up to six
"We no longer replace devices based solely on a certain age or just to be safe, but when it is justified."
At HUS, the lifecycle of over 30,000 endpoints has extended to as long as six years, and on an annual basis savings are in the millions of euros.
What would this look like in your device fleet?
ContactJani HenrikssonCEO