An AI license utilization agent takes the licence count and tier from the contract or invoice and sets it beside usage data, such as last active dates, supplied by the tool or your systems.
Agent reads logins, activity and seat assignments
Agent compares usage with what is paid for
Agent separates active, light and inactive users
Agent shows utilisation by team with the evidence
The tool owner checks the findings and decides actions
Results are tracked by product and period
It reports used, idle and over-assigned seats for each application, by team, with the renewal date shown beside each.
It highlights the tools where the gap is largest and the window to act is nearest.
Licences are bought in round numbers and rarely revisited. The count on the invoice does not change, even when headcount and usage do.
People leave or change roles and their licences stay assigned.
Some tools are used by more people than the contract allows.
Each tool shows activity in its own admin console.
The contract renews at the old count because nobody checked.
Staff hold premium tiers they do not need.
Extract licence counts, tiers and terms from contracts and invoices.
Collect activity data from the tool or your records.
Calculate used, idle and over-assigned seats.
Break the result down by team, role and tier.
Rank tools by gap size and proximity of the renewal.
Bring a small sample and watch Flo work through it.
| Aspect | By hand | With the agent |
|---|---|---|
| Visibility | Usage is known only for a few large tools | Usage is read for each tool where data exists |
| Definition | Active means whatever someone assumes | Active use follows a stated rule, such as a recent login |
| Granularity | Only total seats are known | Use is shown by team, role and seat |
| Timing | Utilisation is checked at renewal | Usage trends are tracked between renewals |
| Action | Findings are noted and nothing changes | Findings go to named owners with proposed actions |
| If | Then | Who decides |
|---|---|---|
| Seat has had no activity for the set period | Lists it as inactive | Tool owner decides whether to reclaim |
| Usage is light but present | Lists as low use | Team lead decides |
| Usage data is unavailable for a tool | Marks it as not measurable | IT lead looks for another signal |
| Utilisation is high near capacity | Notes the approach to the limit | Tool owner plans for growth |
| Usage differs sharply by team | Shows the differences | Budget owner reviews |
| Seat belongs to a departed user | Flags it for reclaim | IT administrator acts |
The agent notes use that varies by season and shows a longer window. The tool owner decides whether idle periods matter.
The agent cannot count real users when logins are shared. The IT lead decides how to measure or whether to change the setup.
The agent notes cases where heavy users exceed their plan. The tool owner decides on upgrades.
Where usage tracking is restricted, the agent works from aggregated data only. The security and legal leads set what may be read.
Talk it through with the team. We will map it to your steps and show where a person stays in control.
Agree what counts as active for each tool.
Start with tools where activity data is easy to read.
Give tool owners monthly reports and track actions taken.
Bring utilisation into renewal planning for every major tool.
Read it per tool and team. A low rate close to renewal is a prompt to act, and a rate above full utilisation needs a compliance check.
Quick answers to what people ask most about license utilization.
Book a demoIt is the measure of how much of the software licence capacity an organisation pays for is actually being used.
No. It reports the gap. Tool owners and buyers decide and make any change.
From the tool's own reports or other systems you provide. The agent does not guess usage.
Utilisation measures the gap. Rightsizing is the action of changing the seat count to match.
SaaS discovery is the process of finding every software application an organisation uses and pays for, including tools bought outside IT or procurement.
→License optimization is the adjustment of licence types, tiers, counts and plans so they match how software is actually used.
→Maverick spend is purchasing done outside the approved process, such as buying without a PO, from a non-approved vendor or around an approval.
→Unused license detection is the practice of finding paid software seats that are assigned but not being used.
→Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
