Software Asset Management
Every enterprise software estate has the same two problems hiding in it: money spent on entitlements nobody uses, and exposure from entitlements nobody tracked. Desqcon builds Software Asset Management (SAM) practices that close both gaps — so licensing spend matches actual usage, and vendor audits stop being a fire drill.
Stop paying for licenses you don’t use — and stop being surprised by audits you didn’t see coming.
Why it’s back on the agenda
SaaS sprawl made SAM harder, not easier
SAM used to mean tracking on-premise license counts against a handful of enterprise agreements. Today’s estate is dozens or hundreds of SaaS subscriptions, procured by different teams, on different renewal cycles, layered on top of the on-prem entitlements that never went away. Independent market research reflects the scale of the response this has triggered: estimates of the global SAM software market range from roughly $3.1–4.1 billion today to as much as $8–16 billion by the early 2030s depending on the analyst firm and scope definition, with every major forecast agreeing on double-digit annual growth.
The spread between forecasts is itself informative: analyst firms don’t agree on exactly how big the SAM market is, because SAM itself keeps expanding to cover more ground — SaaS management, cloud cost optimization, and license compliance are converging into a single discipline faster than market taxonomies can keep up.
The two-sided cost of getting it wrong
Audit exposure on one side, waste on the other
Software vendors audit for a living, and the largest publishers audit often. Unisphere Research’s 2025 survey on enterprise licensing found that in the preceding twelve months, roughly 50% of organizations were audited by Microsoft, with Oracle, IBM, and SAP each auditing a large minority of their customer bases as well:
On the other side of the ledger sits waste. Zylo’s SaaS Management Index — which tracks actual usage telemetry across large SaaS estates — has consistently found tens of millions of dollars in unused licenses per large organization per year. Encouragingly, the same data shows utilization rates improving as FinOps and SAM practices mature, even while total waste stays stubbornly high in dollar terms simply because the SaaS estate keeps growing faster than optimization efforts can keep pace:
The pattern across both charts is the same lesson: SAM isn’t a one-time cleanup project. It’s a continuous discipline, because the estate it’s managing never stops changing.
What’s changing
Where AI, Generative AI, and Agentic AI are taking Software Asset Management
AI-driven usage analytics. Machine learning models are increasingly used to predict which licenses will go unused before the renewal date arrives, rather than discovering it in a post-hoc audit — turning SAM from a backward-looking reconciliation exercise into a forward-looking renewal negotiation tool.
Generative AI for contract and entitlement intelligence. Enterprise license agreements are dense, inconsistent, and hard to compare across vendors. GenAI is being applied to parse contract terms, entitlement metrics (per-seat, per-core, per-consumption), and true-up clauses into a structured, queryable format — dramatically cutting the time SAM analysts spend manually reading contracts before an audit or renewal.
Agentic AI, with the same caveat that applies across ITAM. The logical next step is agentic workflows that don’t just flag an underused license but act on it directly — right-sizing a subscription tier, initiating a reclamation workflow, or triggering a renegotiation ticket automatically. As with HAM and CMDB, Gartner’s 2025 research on agentic AI projects found that over 40% are expected to be canceled by 2027, largely due to unclear ROI and unresolved data-quality and governance foundations. For SAM specifically, that means the agentic layer is only as good as the underlying entitlement and usage data — the unglamorous work of getting that data accurate is what makes agentic SAM viable later, not optional groundwork to skip.
Our view: expect the next two to three years to bring AI-assisted usage forecasting and contract intelligence into mainstream SAM tooling first, with autonomous, action-taking SAM agents following as organizations build the entitlement-data foundation those agents will need to be trusted with license and spend decisions.
How we help
Desqcon’s Software Asset Management services
SAM Transition & Transformation
Standing up a SAM practice from the ground up, or extending an existing on-prem SAM program to cover the SaaS estate it was never designed for. We design the entitlement data model, the reconciliation workflow, and the tool integrations, then roll it out on a milestone-driven plan.
SAM Consulting & Advisory
Vendor-neutral advisory to reduce audit exposure, cut license waste, and get renewal negotiations backed by real usage data instead of guesswork — for organizations that already have SAM tooling but aren’t getting the value out of it yet.
SAM Process & Tool Maturity Assessment
An AEIOU-based assessment of your SAM process and tooling maturity against ITIL 4 and ITAM good practice, covering entitlement data quality, reconciliation cadence, and audit-readiness — with a prioritized roadmap.
SAM engagements follow the same five-stage model we use everywhere: Discover your current licensing reality directly from procurement, finance, and IT; Design the target process; Assess maturity against good practice; Transition through an agile rollout; and Sustain the practice with a process your own team owns going forward.
Tools we work with
Platform-neutral, tool-fluent
Our SAM advisory is vendor-neutral by design. Depending on your estate, engagements typically involve ServiceNow (Software Asset Management Professional, CMDB-linked entitlement tracking), BMC Helix, Atlassian tooling for procurement and request workflows, and leading dedicated SAM/SaaS-management platforms already in a client’s stack. We’re not paid by any vendor to recommend their product — our job is to make whichever platform you choose actually reflect your real entitlements and real usage.
Ready to find out what your license estate is actually costing you?
A SAM maturity assessment surfaces both sides of the ledger — audit exposure and license waste — before your next vendor true-up does it for you.