5 ways to track application usage in your organization

TL;DR

• Automated discovery replaces spreadsheets and surveys with continuous, cross-environment visibility into every application running in your estate.

• Usage tracking over time separates “installed” from “actively used” and exposes seasonal patterns that point-in-time snapshots miss.

• License reclamation is the fastest path to measurable savings. The average enterprise wastes nearly one-third of its SaaS spend on software no one touches.

• Renewal preparation turns usage data into concrete negotiation evidence so procurement can right-size contracts before auto-renewals lock in waste.

• Compliance monitoring keeps entitlements aligned with actual deployments, reducing audit exposure and supporting data sovereignty requirements.

Enterprise software spending is climbing fast. Gartner forecasts a 15.2% year-over-year increase in global software spending for 2026¹, pushing the total past $1.4 trillion. Yet for most organizations, the harder question isn’t how much they spend on software. It’s which software is actually being used.

The average enterprise now manages hundreds of SaaS applications. Add on-prem installations and cloud workloads, and the total footprint is significantly larger. Meanwhile, many organizations waste 30-40% of their software budget² on licenses that sit idle.

That gap between what you pay for and what your people use is where application usage monitoring comes in.

Why application usage monitoring matters

The cost of not knowing what’s used

If you’ve ever tried to answer the question “how many licenses do we actually need for this renewal?” and realized you’re guessing, you already know this problem.

With Gartner forecasting global software spending forecast to reach $1.43 trillion in 2026³, even a modest share of waste at a single enterprise runs into the millions per year.

The problem isn’t limited to SaaS. On-prem installations and cloud-based tools carry their own licensing costs, and without monitoring, those costs grow unchecked. Many organizations still rely on spreadsheets, periodic surveys, or vendor-reported data to estimate usage. None of those methods keep up with the pace of change in a modern software estate.

Application usage monitoring for Software Asset Management is not the same as application performance monitoring (APM), which focuses on uptime and latency. It’s also different from employee surveillance tools that track keystrokes or screen time. SAM-focused usage monitoring answers a different question: which licenses justify their cost, and which ones burn budget?

Three problems usage monitoring solves

• License waste: You’re paying for seats nobody uses. Without usage data, there’s no systematic way to identify which ones to cut. This is the most common and most expensive problem, and it recurs every renewal cycle.

• Renewal risk: Auto-renewing contracts without consumption data means you’re committing to the same spend (or more) regardless of whether the tools justify it. Software costs keep climbing, which means costs are rising even when application counts aren’t.

• Compliance gaps: Under-licensing creates audit exposure that can result in significant penalties. Over-licensing burns budget without adding value. Both problems stem from the same root cause: a lack of accurate, up-to-date usage data to compare against entitlements.

5 ways to monitor application usage

1. Deploy automated software discovery

Manual inventory methods fail in dynamic environments. Spreadsheets go stale the moment someone installs a new tool. Surveys depend on employees knowing and reporting every application they use. If you’ve ever sent one of those surveys, you know the response rates are dismal and the data is incomplete. Tribal knowledge disappears when people change roles. 

Automated software discovery solves this by continuously scanning your environment for applications across SaaS, on-prem, and cloud deployments. The key word is continuously. A one-time inventory tells you what existed on a specific date. Continuous discovery catches new applications as they appear, flags shadow IT, and keeps your software inventory accurate without manual effort. 

This matters more than you might expect. Most competing approaches to software usage monitoring focus exclusively on SaaS, using SSO logs or browser extensions to detect cloud-based tools. That approach leaves a blind spot over on-prem installations and cloud workloads, which still make up a significant portion of enterprise software estates. 

What to look for in a discovery tool 

The strongest discovery tools work across all three environments in a single pass, with no manual tagging required. Xensam’s automated discovery, for example, covers SaaS, on-prem, and cloud applications and can start surfacing results within days of deployment. There’s no need to manually classify or tag software, the platform identifies applications automatically. 

Look for coverage breadth (SaaS, on-prem, cloud), deployment speed, and whether the tool requires ongoing manual maintenance. If your team has to constantly update the tool to keep it accurate, you haven’t actually automated anything. 

2. Track actual usage over time 

Discovery tells you what software exists in your environment. Active usage tracking tells you whether anyone is actually using it. 

The distinction between “installed” and “actively used” is critical. An application can appear on hundreds of machines, show up in SSO logs, and still have minimal real usage. Vendor-reported metrics count background syncs, automated API calls, and idle browser tabs as ‘activity.’ That’s why vendor-reported ‘active user’ counts often overstate real usage. They count machine interactions, not human ones.

Point-in-time snapshots create a similar problem. Checking usage on a single date can miss seasonal patterns (tools used only during quarterly close), project-based usage (a design tool active during a rebrand, idle otherwise), or onboarding cycles. A license that looks dormant in July might be essential in October. Anyone who’s reclaimed a “dormant” license only to get an urgent ticket two weeks later knows this pain. 

Effective application usage tracking measures three dimensions over time: 

• Frequency: How often does someone open the application? 

• Recency: When was the last time someone used it? 

• Depth: Are they using core features, or just logging in? 

Why SSO data matters 

SSO login data provides an independent source of truth that doesn’t rely on vendor-reported metrics. Cross-referencing SSO records with other usage signals gives you a more accurate picture than any single data source. 

Xensam tracks usage over time to surface trends, not just snapshots. This means you can see whether usage is rising, falling, or seasonal before making decisions about licenses. That context matters: cutting a license that’s seasonally quiet can cause disruption when the team needs it again. 

3. Identify and reclaim unused licenses 

Once you have usage data, license reclamation becomes the fastest path to measurable ROI.  

For a large enterprise, even reclaiming 10% of wasted licenses can free up millions in annual spend. That’s often enough to fund an entire Software Asset Management program and still show a net positive return. 

The challenge is defining “unused.”  

Different application types call for different thresholds. A collaboration tool someone opens daily has a different usage expectation than a specialized analytics platform someone opens monthly. Setting a single inactivity threshold across all applications will either flag too many false positives or miss genuinely wasted licenses. 

A practical reclamation process looks like this: 

• Flag dormant licenses based on application-specific inactivity thresholds (e.g., 60 days for collaboration tools, 120 days for specialized software) 

• Verify with the department before reclaiming. Some licenses exist for compliance, backup, or periodic use.

• Reclaim or reassign confirmed unused seats before the next renewal cycle 

Timing your reclamation 

Reclaiming licenses mid-contract reduces your seat count for the next renewal negotiation. Waiting until after renewal locks in the waste for another year. 

Xensam identifies unused licenses automatically and surfaces them for review, so IT and procurement teams can take action before the renewal window closes. 

4. Connect usage data to renewal decisions 

Renewals are where waste gets locked in. An auto-renewal on a contract with 500 seats, where employees actively use only 300, locks in that 200-seat surplus for another year. Multiply that pattern across dozens of vendors, and the annual cost of inaction is substantial. 

Usage data changes the renewal dynamic. When procurement enters a negotiation with evidence that only 60% of seats are active, they have concrete grounds to right-size the contract. Without that data, the conversation defaults to the vendor’s numbers, which are rarely in your favor. 

Connecting usage data to renewals helps you make better decisions: 

• Right-size contracts to match actual consumption, not vendor estimates or last year’s headcount 

• Identify consolidation opportunities where two overlapping tools could be replaced by one 

• Time renewal reviews around usage data refreshes, not arbitrary calendar dates 

• Negotiate usage-based pricing where it makes sense, using historical patterns as evidence 

Preventing cost surprises 

Unplanned software cost increases force many organizations to cut projects or defer initiatives. Organizations with better usage data ahead of renewal cycles can anticipate those surprises rather than reacting to them. 

Xensam gives procurement teams real usage data to bring into renewal conversations. Instead of guessing how many licenses you need, you can show exactly how many are active, how usage has trended over the past year, and where contracts can be right-sized. 

5. Monitor for compliance and audit readiness 

License compliance sits at the intersection of cost control and risk management.  

Under-licensing means you’re using more software than you’re entitled to, which creates audit exposure. Over-licensing means you’re paying for entitlements nobody uses, which wastes budget. Both problems stem from the same gap: a lack of real-time visibility into what’s deployed versus what’s licensed. 

Compliance monitoring requires an accurate, up-to-date view of three things: 

• Entitlements: What you’re licensed to use, by vendor and product 

• Deployments: What’s actually installed or active in your environment 

• Usage: Whether employees actually consume the deployed software

When those three data points align and stay current, audit readiness stops being a scramble and becomes a standing capability. Your team can answer auditor questions with data rather than estimates. 

Data sovereignty and GDPR 

For organizations operating under GDPR or similar regulations, knowing where software processes and stores data matters as much as knowing whether employees use it. 63% of organizations now actively manage AI spend⁴, and as AI-powered SaaS tools proliferate, the compliance surface area is expanding. 

Xensam built and hosts the platform in the EU, storing data under EU jurisdiction. For enterprises with strict data residency requirements, this means SaaS management doesn’t require sending sensitive software usage data outside European borders. 

How to get started with application usage monitoring

You don’t need to monitor every application on day one.  

Start with your highest-spend vendors, the five or ten contracts that account for the largest share of your software budget. That’s where waste is most likely and where reclamation has the biggest impact. 

From there, the process follows a natural progression: 

1. Connect your environment — integrate with your existing infrastructure (SSO, endpoint agents, cloud connectors) to start collecting data 

2. Discover automatically — let the platform identify applications across SaaS, on-prem, and cloud without manual tagging 

3. Understand usage — review usage trends, identify dormant licenses, and map consumption against entitlements 

4. Take control — reclaim unused licenses, right-size renewals, and maintain continuous compliance 

Xensam is designed to deliver value quickly. Customers typically start identifying waste within days of connecting their environment, not weeks or months.  

The platform works alongside your existing tools without requiring a forced migration or platform change. 

Every unused license is money your organization could redirect toward projects that matter. Application usage monitoring gives you the data to make those decisions with confidence: cutting waste, strengthening renewal negotiations, and staying audit-ready. 

Book a demo to see how Xensam provides complete visibility across your SaaS, on-prem, and cloud software estate. 

FAQ

What is application usage monitoring? 

Application usage monitoring is the process of tracking which software applications are actively used within an organization, by whom, and how frequently. In a Software Asset Management context, it’s used to identify unused licenses, control software spend, prepare for renewals, and maintain license compliance. It’s distinct from application performance monitoring (APM), which tracks uptime, latency, and errors. 

How is application usage monitoring different from application performance monitoring (APM)? 

APM focuses on whether an application is running correctly — response times, error rates, availability. Application usage monitoring for SAM focuses on whether an application is being used — who’s opening it, how often, and whether the organization needs the licenses it’s paying for. They answer fundamentally different questions and serve different teams. 

What types of software can you monitor for usage? 

A comprehensive usage monitoring solution covers SaaS applications, on-prem installations, and cloud-based workloads. Many tools focus exclusively on SaaS, using SSO logs or browser extensions. Xensam monitors across all three environments, providing a unified view of your entire software estate. 

How long does it take to set up application usage monitoring? 

It depends on the tool. Some require months of configuration and manual tagging. Xensam’s automated discovery deploys in days and starts identifying applications and usage patterns immediately, with no manual software classification required.