By NHI Mgmt Group Editorial TeamBased on Efecte: “Ohjelmisto-omaisuudenhallinnan (SAM) tulevaisuus: Lisenssiseurannasta strategiseen hallintamalliin” (March 23, 2026)

TL;DR: Software asset management is moving beyond license tracking as SaaS adoption, multi-cloud growth, and decentralized procurement make visibility, cost control, and compliance harder to sustain, according to Efecte and Gartner. The operational model is giving way to governance because fragmented entitlement data is now a strategic risk, not just an audit issue.


At a glance

What this is: This is a governance-focused take on software asset management that says licence tracking alone no longer fits distributed SaaS and cloud estates.

Why it matters: It matters because IAM, IGA and SAM teams increasingly need shared entitlement data and ownership models to control spend, compliance exposure and software sprawl.


Context

Software asset management is no longer just a reconciliation exercise. As SaaS adoption, multi-cloud use and decentralised procurement expand, organisations lose a single view of what software they own, who uses it, and which business unit is responsible for the commitment.

The article frames that shift as a governance problem rather than an inventory problem. For identity and access teams, the useful question is no longer only which licences exist, but how entitlement data, ownership and approval flows are governed across the software estate.


Key questions

Q: How should organisations govern software buying when procurement is decentralised?

A: Organisations should assign clear decision rights across procurement, finance, IT and legal, then require every purchase to flow through a shared intake and review process. That prevents shadow buying from becoming permanent sprawl and gives the SAM function an accountable governance path instead of a purely reactive reporting role.

Q: Why does software asset management need governance instead of just licence tracking?

A: Licence tracking records what was bought, but governance controls how rights are owned, reviewed and renewed across the organisation. In SaaS and multi-cloud environments, that distinction matters because usage, contracts and business ownership drift apart quickly. Without governance, compliance checks arrive after the control failure has already happened.

Q: What are the signs that software asset controls are failing in practice?

A: Common warning signs include outdated applications that remain in the environment, software that appears without approval, inconsistent version tracking, and inventories that are not updated often enough. If teams cannot quickly tell what is installed, what is supported, or what is allowed to execute, software governance is already losing effectiveness.

Q: Should SAM be run centrally or as a federated model?

A: A federated model is usually the better fit when software buying already happens across many business units. Central teams need authority over standards and data quality, while local teams retain accountability for demand and usage. The important point is not where SAM sits, but whether ownership is explicit end to end.


Technical breakdown

Why software entitlement data becomes the control plane

A software entitlement database is more than a spreadsheet of licences. In a governed SAM model, it becomes the control plane that links contracts, usage rights, renewals and ownership to real business demand. That matters because SaaS and multi-cloud environments change continuously, while purchase records, invoices and assignment data often live in separate systems. Without a shared entitlement layer, teams can neither prove compliance nor make reliable optimisation decisions. The governance problem is not the lack of data, but the lack of an authoritative place where software rights are reconciled across finance, IT and legal.

Practical implication: treat entitlement data as governed master data, not a reporting afterthought.

How federated accountability changes SAM operations

Federated accountability means SAM is no longer owned by one isolated team. Procurement, finance, IT and legal each hold part of the decision chain, and the value comes from making those responsibilities explicit and coordinated. That model is necessary because software buying is already decentralised in most organisations, and central teams often learn about renewals too late. Governance in this context is about assigning decision rights, standardising intake and making ownership visible before contracts renew or tools proliferate. The article’s point is that SAM maturity depends on cross-functional control, not just tooling.

Practical implication: define who approves, who records and who reviews software commitments across functions.

Why multi-cloud and SaaS sprawl turn compliance into a governance issue

SaaS and infrastructure growth create a fragmented software estate where licences, subscriptions and cloud commitments can drift away from actual usage. That drift matters because it drives both financial waste and audit exposure. The article cites Gartner’s forecast of 19.4% SaaS growth in 2025 and 29.1% IaaS growth in 2025 to show why the old tracking model is under pressure. As the environment expands, compliance can no longer be separated from governance, because usage visibility, contract terms and renewal control all depend on the same underlying operating model.

Practical implication: align SAM governance with cloud and SaaS growth trends instead of treating compliance as a separate check.


NHI Mgmt Group analysis

Software asset management has become an entitlement-governance problem, not a licence-counting exercise. The operating risk now sits in fragmented ownership, inconsistent data and delayed renewal decisions. When procurement, IT and finance each hold part of the picture, the control failure is not missing inventory alone but missing authority over the lifecycle of software rights. Practitioners should treat SAM as part of identity and access governance, because access to software is governed through the same entitlement logic.

Federated accountability is the right model because decentralised buying already exists. The article is right to frame SAM as cross-functional, not centrally owned by a single team. That shifts the question from who tracks licences to who is accountable for usage, contract terms and renewal risk. The practical consequence is that governance must be explicit about decision rights, or software sprawl will keep outrunning the process.

Centralised entitlement data is the named concept that determines whether SAM is strategic or reactive. A single entitlement database gives organisations a common control point for renewals, optimisation and audit preparation. Without it, the organisation is forced into manual reconciliation across contracts, invoices and usage data, which turns every renewal into a one-off exception. Practitioners should view entitlement centralisation as the backbone of software governance.

The governance turn in SAM mirrors what has already happened in identity programmes. Inventory without lifecycle ownership does not scale when buying is distributed and systems are consumed by multiple teams. The same pattern appears in NHI governance, where visibility alone does not produce control unless ownership, review and offboarding are built into the process. Practitioners should expect software governance to move closer to identity governance disciplines, not farther away.

What this signals

Centralised entitlement data: organisations cannot govern software sprawl when contracts, invoices and usage records live in different systems. The control point has to move from periodic reconciliation to authoritative entitlement ownership.

Software governance is converging with identity governance because both disciplines depend on lifecycle control, ownership clarity and review discipline. When buying is decentralised, the programme fails unless the ownership model is explicit and enforced.


For practitioners

  • Define decision rights for software ownership Map who approves purchases, who records entitlements and who reviews renewals across procurement, finance, IT and legal. The point is to remove ambiguity before contracts auto-renew or tools proliferate.
  • Build a single entitlement source of truth Consolidate contract records, usage rights and assignment data into one authoritative repository so reporting, optimisation and audit preparation draw from the same governed dataset.
  • Prioritise the highest-risk software providers first Focus governance effort on vendors and products that carry the largest spend, compliance exposure or duplication risk, then expand coverage once the operating model is working.
  • Tie renewal reviews to actual consumption Use usage evidence, not just vendor invoices, to decide whether to renew, reduce or retire software commitments. That closes the gap between what is owned and what is really in use.

Key takeaways

  • Software asset management is moving from operational tracking to governance because modern software estates are too fragmented for reconciliation alone.
  • The article shows that decentralised buying, SaaS growth and multi-cloud use create visibility and accountability gaps across the software lifecycle.
  • Practitioners should centralise entitlement data, assign clear decision rights and tie renewal decisions to real consumption rather than vendor records.

Standards & Framework Alignment

This section maps relevant standards and security frameworks to the operational risks and controls described in this guidance.

CSA Cloud Controls Matrix, NIST CSF 2.0 and CIS Controls v8 set the governance and control requirements practitioners need to meet.

FrameworkControl / ReferenceRelevance
CSA Cloud Controls MatrixIAM — Identity and Access ManagementThe article centres on governing entitlements, ownership and access rights in cloud-heavy software estates.
Recommendation — Use CCM IAM to formalise entitlement ownership, approval paths and renewal governance across software services.
NIST CSF 2.0GV.OC-03 — Mission, stakeholders and dependencies are understoodSAM governance depends on clear stakeholders, ownership and dependency visibility across business functions.
Recommendation — Map software ownership and renewal accountability into CSF governance processes before commitments renew.
CIS Controls v8CIS-5 — Account ManagementSoftware entitlements behave like managed accounts when buying, renewal and revocation are uncontrolled.
Recommendation — Apply account management discipline to software commitments so unused access paths and licences are removed promptly.

Key terms

  • Software Asset Management: Software asset management is the process of tracking, optimising, and governing software usage, licences, and contracts across an organisation. In modern SaaS environments, it increasingly depends on identity data because software value and software risk are both defined by who or what can use the application.
  • Federated Accountability: Federated accountability is a governance model where multiple teams each own part of a control process instead of one central function carrying all responsibility. For SAM, it means procurement, finance, IT, and legal must share the same decision record and control points.
  • Entitlement data: Information showing which identities can access which systems, applications, or assets. For governance work, entitlement data is the bridge between inventory and enforcement because it reveals whether an asset is merely present or actively reachable by human and non-human actors.
  • Shadow IT: Shadow IT is the use of applications or services outside formal enterprise approval or visibility. In SaaS environments, it often includes department-purchased tools and unsanctioned integrations that create hidden identity, data, and access paths the security team cannot readily govern.

Deepen your knowledge

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NHIMG Editorial Note
Published by the NHIMG editorial team on July 8, 2026.
Updated on October 11, 2026.
NHI Mgmt Group, the independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org