Anonymized Case Study: License Mix Optimization with CHAOS

An EU company with 3,500 employees and multiple locations had high Microsoft 365 E3 coverage, many project and Visio seats, and little governance. CHAOS analysed usage and roles, simulated alternatives and automated assignments incl. why layer.

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Background

Too many high-end licenses, manual lists, and exceptions. CSP/NCE change increased the pressure on transparency.

Goal: Maintain compliance, secure service levels, reduce the total cost of Microsoft online licenses.

In detail: Microsoft 365 E3 had become the default for almost everyone—including field staff, shop floors, and mailbox-only users. Project and Visio add-ons were widespread though only a few departments really used them. Finance and IT each had their own spreadsheet “truth”; there was no shared, audit-ready trail.

Approach with CHAOS

Analysis → Rules → Simulation → Automation → Audit Reporting. Each stage was coordinated with stakeholders from IT, finance and compliance.

Result

The license mix was aligned to actual needs and roles. Overlicensing was dismantled, critical groups remained hedged.

The change ran in waves (pilot → departments → remainder of the tenant). Every move was documented with the Why-layer: data source, rule version, excluded alternatives—so privacy and works councils could follow the rationale without wading through licensing jargon.

License counts before / after (excerpt)

SKUPriorAfter
Microsoft 365 E323001380
Project Plan 321399
Visio Plan 214851

Reassignment of 920 accounts (formerly Microsoft 365 E3)

The difference of 920 accounts was distributed to more cost-effective SKUs by role model – without compromising critical productivity functions.

Microsoft 365 F3280

Frontline and shared devices: Teams, limited email, no full desktop office installation required.

Office 365 E1350

Knowledge worker with web office and teams; no local office package necessary.

Exchange Online (Plan 1)100

Pure mailbox users with no Teams/SharePoint request in the defined profile.

SharePoint Online (Plan 1)90

Professional portals without a full Microsoft 365 workload.

Microsoft Teams Essentials100

External project teams with teams focus, reduced Microsoft 365 depth.

Assumptions

  • Region: EU, Currency: EUR.
  • Billing: List prices as monthly user price, extrapolated to annual costs (×12).
  • Price reference: Microsoft public product pages (list prices may vary by region, channel and contract). Uncertain individual values are marked as ASSUMPTION.
  • No guarantee for your organization – the invoice is for the traceability of this example.

Cost model (ASSUMPTION EUR/user/month)

SKUEUR/user/monthPlease note
Microsoft 365 E336ASSUMPTION: Listprice
Project Plan 326ASSUMPTION: Listprice
Visio Plan 214ASSUMPTION: Listprice
Microsoft 365 F37.50ASSUMPTION: Listprice
Office 365 E18.70ASSUMPTION: Listprice
Exchange Online (Plan 1)4.20ASSUMPTION: Listprice
SharePoint Online (Plan 1)5ASSUMPTION: Listprice
Microsoft Teams Essentials3.80ASSUMPTION: Listprice

Total before

1,084,920

Total after

712,356

Savings / year

372,564

Save

34.34%

Total costs before vs. after (EUR/year)

License mix afterwards (share of licenses)

  • Microsoft 365 E3

    € 1,380 · 56.3%

  • Project Plan 3

    € 99 · 4.0%

  • Visio Plan 2

    € 51 · 2.1%

  • Microsoft 365 F3

    € 280 · 11.4%

  • Office 365 E1

    € 350 · 14.3%

  • Exchange Online (Plan 1)

    € 100 · 4.1%

  • SharePoint Online (Plan 1)

    € 90 · 3.7%

  • Microsoft Teams Essentials

    € 100 · 4.1%

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