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EZAIX Inc. — Tenant-level Microsoft licensing and utilisation telemetry harvested via Microsoft Graph: per-seat assignment and active-use status for every SKU in the estate (M365 E3/E5, Copilot, Power Platform, Teams Phone, Azure subscriptions, add-on SKUs), mapped to department, cost centre, location, role and responsible manager, with idle-seat detection, downgrade/consolidation candidates, renewal projections and chargeback allocations. Across the customer base this aggregates into a cross-enterprise benchmark of what each role/department actually consumes per Microsoft SKU.. Narrow but co…
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Tenant-level Microsoft licensing and utilisation telemetry harvested via Microsoft Graph: per-seat assignment and active-use status for every SKU in the estate (M365 E3/E5, Copilot, Power Platform, Teams Phone, Azure subscriptions, add-on SKUs), mapped to department, cost centre, location, role and responsible manager, with idle-seat detection, downgrade/consolidation candidates, renewal projections and chargeback allocations. Across the customer base this aggregates into a cross-enterprise benchmark of what each role/department actually consumes per Microsoft SKU.
Scale Per tenantFrom 2 yearsCoverage Information Technology
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EZAIX Inc. — Tenant-level Microsoft licensing and utilisation telemetry harvested via Microsoft Graph: per-seat assignment and active-use status for every SKU in the estate (M365 E3/E5, Copilot, Power Platform, Teams Phone, Azure subscriptions, add-on SKUs), mapped to department, cost centre, location, role and responsible manager, with idle-seat detection, downgrade/consolidation candidates, renewal projections and chargeback allocations. Across the customer base this aggregates into a cross-enterprise benchmark of what each role/department actually consumes per Microsoft SKU.. Narrow but co…
EZAIX Inc. offers (Alternative, Fundamental, Reference) — Per tenant, thousands of seat records refreshed continuously across dozens of SKUs with utilisation history; a 25-tenant mid-market/enterprise estate plausibly yields 10^5-10^6 seat-utilisation observations per quarter plus derived cost/department aggregates. Vendor notes trends only accrue after 30-60 days of onboarding, so per-tenant history is thin early and deepens with tenure..
Enterprise software-spend benchmarking by industry/role/department; forecasting Microsoft/Copilot seat demand and downgrade-churn risk for the MSFT equity story; CSP and reseller margin modelling; SaaS cost-optimisation model training; labour-role taxonomy (which functions genuinely need which tooling tier); a hard, invoice-adjacent ground-truth set for validating self-reported AI-tool adoption — Copilot seat activation and actual usage is one of the few measurable adoption signals available for enterprise AI.
The data is with 2 years of history.
Coverage spans US, APAC; Infrastructure Software; alternative, fundamental, reference; equities.
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