Updated on May 12, 2026

Best IT asset management software for sysadmins

IT asset management lives or dies on the quality of its inventory data, and sysadmins know that a tool that cannot agree with itself across discovery, CMDB, and license tables is a tool that wastes audit week and protects nobody from the next renewal bill.
Ivan Rubio

Written by

Ivan Rubio

Tested by

IT Service Tools Team

We pointed ten IT asset management platforms at a deliberately untidy estate: a few hundred Windows endpoints, a stubborn cluster of Linux servers, two dozen Macs, a handful of network switches that had not been audited in eighteen months, and a SaaS sprawl that included three overlapping productivity suites and two abandoned design tools nobody had bothered to deprovision. The interesting question was never which tool produced the prettiest dashboard. It was which tool agreed with itself at three in the morning when the discovery scan, the license table, and the service desk CMDB all claimed to know the same laptop.

ITAM has matured past the spreadsheet, but not as far as most marketing pages suggest. The tools below differ less in their feature lists than in which sysadmin workflow they were built to serve.

At a Glance

Compare the top tools side-by-side

Tenable logo
Tenable Read detailed review
Best for Security-Driven Asset Visibility
Velory Read detailed review
Best for Lifecycle Cost Visibility
Ninjaone logo
Ninjaone Read detailed review
Best for Unified RMM and Asset Tracking
Freshservice logo
Freshservice Read detailed review
Best for ITAM and ITSM in One Platform
Lansweeper Read detailed review
Best for Agentless Network Discovery
Snipe-IT Read detailed review
Best for Open Source Flexibility
Servicenow logo
Servicenow Read detailed review
Best for Enterprise CMDB Integration
Sysaid logo
Sysaid Read detailed review
Best for Built-In Help Desk Pairing
ConnectWise logo
ConnectWise Read detailed review
Best for MSP-Managed Asset Portfolios

The reviews that follow weight inventory accuracy first, license compliance second, and integration with the surrounding service desk and security stack third. We graded each product on what a sysadmin can actually do with the data, not on what the vendor demo promised. The factors below are the ones that separated the platforms once we stopped reading datasheets and started running discovery scans.

What You Need to Know

  • Is the discovery model agent, agentless, or both?

    Agent-based discovery is accurate on the endpoints it can reach and silent on the ones it cannot. Agentless network scanning catches the switches, printers, and IoT devices that agents miss, but it depends on credentials and protocol support. The tools that handle both, and let you choose per-subnet, produce the cleanest inventory. The ones that force a single approach leave blind spots in the asset register that nobody finds until audit week.

  • Does the license table stay in sync with installations?

    Software asset management is where ITAM either pays for itself or becomes a vanity dashboard. The platforms that match installed-software counts to purchased seats automatically save real money at renewal. The ones that require admins to maintain the catalog by hand drift within a quarter and produce compliance reports nobody trusts.

  • How deep is the CMDB integration?

    Some products ship a CMDB with relationship modeling, dependency mapping, and change management hooks out of the box. Others present a flat asset list and call it a CMDB. The difference matters the first time an incident review needs to trace which downstream services a failed switch supported, and the discovered-but-unrelated asset list cannot answer the question.

  • Can the data leave the platform when it needs to?

    Asset records have to feed service desk tickets, vulnerability scanners, and finance systems. The tools with real REST APIs and webhook support integrate cleanly. The ones that gate API access behind enterprise tiers, or expose only a read-only feed, force admins to build the integration layer themselves, usually in a hurry, usually badly.

How to choose the best IT asset management software for sysadmins

ITAM is a discipline before it is a product category. A platform that produces an accurate inventory snapshot on Monday and lets it drift to fiction by Friday has not actually solved the problem it was sold to solve. Sysadmins choosing among these tools should work through the questions below before signing anything. The answers tend to expose which products were built for asset accuracy and which were built to demo well.

Are you tracking inventory or running ITAM?

Inventory is a list. ITAM is a process that includes procurement, deployment, configuration, licensing, depreciation, and retirement. The two get confused in vendor decks because inventory is the easy part to demonstrate. The harder questions are whether a laptop that ships from procurement on Monday shows up correctly tagged in the asset register on Tuesday, whether its installed software is licensed to a named user by Wednesday, and whether its depreciation schedule is feeding finance by the end of the quarter. A tool that produces a list of MAC addresses but cannot model the rest of the lifecycle is solving a smaller problem than the one most sysadmins face.

How heterogeneous is your fleet?

A pure Windows shop has many good options. A mixed Windows, macOS, and Linux estate has fewer. An estate that also includes network gear, printers, OT devices, and a sprinkle of unmanaged contractor laptops has fewer still. The discovery engine is the first filter. If a tool requires an agent and the agent only runs on two of the four operating systems in scope, the gaps will not close on their own. Sysadmins running heterogeneous fleets should price out the agent-based and agentless options side by side, and treat the cost of leaving unmanaged devices undiscovered as a real number rather than a hypothetical.

Is software license compliance a live audit risk or a paperwork exercise?

For organizations under a current vendor audit obligation, software license tracking has to be defensible. That means installed-software counts that map to purchased seats with timestamps, evidence of how the count was produced, and the ability to recreate the report six months later when the auditor asks again. For organizations not currently exposed to audit risk, lighter-weight license tracking is fine. The mistake is to assume that the lightweight tool will scale into the heavier requirement later. Most do not, and migrating license records from a basic ITAM into a defensible one is unpleasant work that finance never budgets for.

What is the CMDB relationship to your service desk?

If the service desk already runs on a platform with its own CMDB, the question is whether the ITAM tool feeds that CMDB or competes with it. Two CMDBs in the same organization is one too many. The senior techs trust whichever has the better data; the other quietly rots. Sysadmins should map the integration before buying. Some ITAM tools push asset records into ServiceNow or Jira Service Management cleanly. Others require building a custom sync layer that becomes a permanent maintenance burden.

How well does the tool handle change?

ITAM data is only useful if it reflects reality after changes. A laptop reassigned from one user to another, a server retired and replaced, a software seat reclaimed from a leaver. The platforms that handle change well log who made the change, when, and why, and surface inconsistencies between the asset record and the discovered state. The platforms that handle change poorly let the asset record drift while the discovery engine keeps reporting the correct underlying state, until the two are far enough apart that nobody trusts either one.

Does the security team have a seat at the table?

Asset visibility is the foundation of vulnerability management, and the security team will eventually want a feed of the same data. ITAM tools that integrate cleanly with Tenable, Qualys, Rapid7, or CrowdStrike avoid a separate parallel inventory. The ones that do not force the security team to build their own asset register, which means the organization ends up paying for two inventories that disagree. Sysadmins should bring the security lead into the evaluation early, even when the buying decision is on the operations side.

What does the data look like a year in?

The honest test of an ITAM platform is the state of its data twelve months after deployment. Tools that require constant manual catalog maintenance produce worse data over time, not better. Tools that auto-discover, auto-classify, and surface drift produce data that improves as the catalog matures. The vendor demo cannot answer this question. Reference calls with customers a year past go-live can.


Best for Security-Driven Asset Visibility

Tenable - Asset inventory built on top of a vulnerability scanner
Asset inventory built on top of a vulnerability scanner

Tenable

Top Pick

Tenable approaches asset management from the security side: the inventory is whatever the vulnerability scanner can see and correlate. For sysadmins whose ITAM problem is really a security exposure problem, the result is asset data that arrives already tagged with risk context rather than waiting for a separate scan.

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Who this is for: Security-conscious IT teams and sysadmins working closely with a security operations group who need their asset register and their vulnerability data to come from the same source. Strong fit for organizations under compliance pressure where the question is rarely “what devices exist” and almost always “what devices exist and what is wrong with them.” Best for estates above a few hundred endpoints where the cost of running Tenable is already justified by the security program.

Why we like it: Asset discovery is a natural byproduct of vulnerability scanning, which means the inventory is continuously refreshed by the same engine that catalogs CVEs, missing patches, and configuration drift. For sysadmins responding to vendor advisories, the answer to “which of our assets are exposed” arrives without a separate integration. Tenable’s coverage of cloud workloads, containers, and OT alongside traditional IT endpoints is broader than most ITAM-first tools, and the asset taxonomy is granular enough to support real exposure management rather than just inventory. Integrations with the major ITSM platforms push asset and vulnerability context into ticketing systems cleanly, which keeps the remediation queue grounded in real data.

Flaws but not dealbreakers: Tenable is not an ITAM product first, and the gaps show in the areas an ITAM-first tool covers natively. Software license compliance, procurement tracking, lifecycle and depreciation, and HRIS-triggered workflows are either absent or shallow. Sysadmins who need full ITAM functionality will end up running Tenable for security visibility and a separate ITAM tool for the lifecycle and license side, with the integration work falling on the customer. Licensing is asset-based and not cheap, particularly for organizations that adopt Tenable primarily for the inventory rather than the vulnerability management value. The platform demands security operations maturity to use well; teams without a security analyst will struggle to extract the value the price tag implies.

Best for Lifecycle Cost Visibility

Procurement, hardware, and software licenses unified across the device lifecycle

Velory

Top Pick

Velory treats ITAM as a lifecycle problem rather than a snapshot problem. Procurement, MDM data, HRIS triggers, and license assignments all live in the same record, which is the closest most mid-market teams get to a single source of truth for what a device costs and who is using it.

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Who this is for: IT managers and sysadmins at 50-500 person companies who run hardware procurement and asset tracking without a dedicated ITSM in place. Particularly strong for distributed teams where shipping a configured laptop to a remote new hire is a routine workflow rather than an exception. Finance and IT operations leads who need to model hardware leasing costs per employee will also find the data model unusually friendly.

Why we like it: The lifecycle-first design shows up in places other ITAM tools either ignore or bolt on later. New-hire records in HiBob or Workday automatically trigger device ordering, which means the asset register starts populated rather than catching up after the fact. Native integrations with Jamf and Intune pull operational device data into the same record that holds the purchase order, the lease terms, and the user assignment, so a single laptop has one row instead of three. The employee-facing portal absorbs the routine lifecycle tickets, package tracking, return requests, that would otherwise sit in the IT queue. Software license tracking maps every seat to a named user or shared space, which makes the reconciliation between purchased and consumed seats a real exercise rather than a guess. The interface is clean, integrations behave as documented, and the development team has a track record of shipping fixes quickly.

Flaws but not dealbreakers: The offboarding flow moves all hardware connected to a departing employee into an “Unknown devices” pool rather than allowing granular reassignment at the point of departure, which adds a manual step in larger teams. The software catalog is admin-maintained rather than auto-discovered from endpoint data, so the value depends on someone keeping it current. Pricing is quote-based across three tiers with nothing published, which makes early budget conversations harder than they need to be. Independent review volume on G2 and Capterra remains low.

Best for Unified RMM and Asset Tracking

Ninjaone - RMM-grade endpoint data flowing directly into the asset register
RMM-grade endpoint data flowing directly into the asset register

Ninjaone

Top Pick

NinjaOne does not separate the act of monitoring an endpoint from the act of cataloging it. The same agent that handles patching and remote control writes a continuously updated record into the asset inventory, which keeps the two views from disagreeing in the way that separate RMM and ITAM tools always eventually do.

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Who this is for: Sysadmins running mixed Windows, macOS, and Linux fleets who want their asset data to be a side effect of operational monitoring rather than a separate maintenance task. Strong fit for teams in the 50-2,000 endpoint range who already need RMM and would rather not run a parallel ITAM tool on top.

Why we like it: The unification of RMM and asset tracking removes a class of drift that plagues two-tool stacks. When the agent reports a hardware change, a new monitor attached, a memory upgrade, an OS version bump, the asset record updates in the same pass. The automation library is large and editable, which matters when sysadmins need to push a configuration change across thousands of endpoints and have it reflected in the asset register without manual reconciliation. Reporting on installed software, patch state, and device age is built in, and the export hooks into common BI tools are clean. The mobile app is unusually competent for an RMM, which makes on-call asset lookups workable rather than miserable. Multi-tenancy is logical for teams that manage several business units from one console.

Flaws but not dealbreakers: The CMDB layer is thinner than dedicated ITAM tools. Sysadmins who need to model service dependencies or run ITIL-grade change advisory boards will outgrow the change management module. Pricing is per-endpoint, which scales linearly with growth and is not always the model finance wants. Custom reporting hits limits on pivot-style aggregation, and complex cross-module queries can require an export into an external analytics layer. The agent-only discovery model leaves a blind spot on unmanaged network gear that an agentless tool would catch on its first scan.

Best for ITAM and ITSM in One Platform

Freshservice - A service desk that takes its asset data seriously
A service desk that takes its asset data seriously

Freshservice

Top Pick

Freshservice approaches ITAM as a first-class citizen of the service desk rather than a side module. Tickets, change requests, and CMDB records share the same asset entries, which means the inventory and the incident history are never out of sync in the way that separately purchased ITAM bolt-ons routinely produce.

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Who this is for: Mid-market IT teams running an internal service desk who want their asset register and ticket queue to share data without integration work. Best suited for organizations in the 200-3,000 endpoint range where both ITAM and ITSM are needed but neither budget justifies a dedicated specialist platform for each.

Why we like it: The shared data model between assets and tickets pays off in the daily flow. When a technician opens an incident, the affected device record arrives prefilled with hardware, software, and recent change history. The discovery probe handles Windows, macOS, Linux, and SNMP devices without requiring agent installation on every endpoint, which makes initial deployment less invasive than agent-only competitors. Software license tracking is integrated with the ticket system, so reclaim workflows during offboarding feed both the asset register and the SAM compliance view. Workflow automation is approachable for sysadmins who are not full-time developers, with a visual builder that handles the common cases without falling back to scripts. The vendor publishes its pricing tiers, which makes budget planning straightforward.

Flaws but not dealbreakers: The CMDB depth is adequate for most mid-market needs but lighter than ServiceNow when modeling complex service dependencies. Reporting customization beyond predefined templates requires either the analytics add-on or external BI tools, and the standard reports lack pivot-style aggregation. Large enterprises with hyper-granular permission requirements will hit modular permission limits that smaller teams never notice. API rate limits can bottleneck high-volume syncs into external systems, which is a real constraint for organizations integrating with multiple security tools in parallel.

Best for Agentless Network Discovery

Discovery that finds the assets agents miss

Lansweeper

Top Pick

Lansweeper is the tool sysadmins reach for when the inventory question is “what is actually on this network” rather than “what did the agent report.” Agentless scanning over WMI, SNMP, SSH, WinRM, and HTTP catches the switches, printers, virtual machines, and IoT devices that agent-based ITAM routinely overlooks.

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Who this is for: Sysadmins and IT operations teams in the 500-10,000 asset range who need an authoritative record of every networked device without deploying software on every endpoint. Particularly strong for manufacturing and utilities organizations whose IT estate sits alongside OT networks, and for compliance officers who need scheduled exportable asset snapshots for SOC 2, ISO 27001, or CIS frameworks.

Why we like it: Discovery breadth is the headline feature for good reason. Workstations across Windows, Linux, and macOS, servers, network gear, printers, virtual machines, mobile devices, and over 150 cloud resource types across AWS, Azure, and GCP all show up in the same inventory. Native OT protocol support discovers PLCs and industrial devices without disrupting production, addressing a gap most ITAM tools ignore. Passive discovery flags new devices the moment they touch the network rather than waiting for the next scheduled scan, which is the difference between catching shadow IT in real time and finding it during an audit. The pre-built report library covers the common operational and compliance scenarios, and the cloud-hosted option removes the need to maintain on-premises scan servers.

Flaws but not dealbreakers: Custom reporting beyond the built-in library requires writing SQL queries against the Lansweeper database schema, which is a recurring friction point for sysadmins without database skills. Pricing has risen substantially in recent years, and vulnerability scanning is gated to higher tiers, which adds cost for security-focused use cases. Software deployment tools are limited and lack WMI-based conditional logic, making software distribution a weak point that most teams solve with a separate tool. Customer support quality receives below-average ratings relative to the product’s overall scores. The Starter plan minimum sits around 2,000 assets, which leaves a pricing gap for organizations between the free tier cap of 100 and the paid floor.

Best for Open Source Flexibility

A self-hostable ITAM with no per-asset tax

Snipe-IT

Top Pick

Snipe-IT is the open-source answer for sysadmins who have inherited a spreadsheet, want a real asset register, and cannot justify a per-seat ITAM contract. The self-hosted AGPL build runs on any Linux and PHP stack with no asset limit and no hidden gating around the features that matter.

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Who this is for: Sysadmins and IT managers at small and mid-sized businesses with basic Linux administration skills who want to track hardware, software licenses, and accessories without a recurring SaaS bill. Strong fit for teams with existing Active Directory infrastructure who want LDAP sync and SAML SSO, and for organizations that need audit-ready asset records but cannot justify a commercial license.

Why we like it: The self-hosted deployment is genuinely free, with no caps on users or assets and no feature gating on the open-source build. The asset checkout workflow handles users, locations, and asset-to-asset assignments, with optional EULA acceptance and configurable due-date alerts that cover loaner equipment scenarios without custom work. Software license tracking maps seats to users, alerts on approaching expirations, and produces the compliance evidence most internal audits actually require. The REST API is well-documented and widely used for integrations with Slack, Teams, Jamf, and custom ticketing systems. The community is active, releases are frequent, and the project is translated into more than fifty languages.

Flaws but not dealbreakers: There is no built-in network discovery or agent-based auto-population; every asset record is created or imported manually, or written via API. Sysadmins coming from an auto-discovering ITAM will find the manual data entry significant, especially at scale. Multi-tenancy is not supported natively, which rules out MSPs managing several clients from one instance. Built-in reporting is basic, and teams that need pivot-style or cross-table analytics typically export to CSV or build external queries against the database. Cloud-hosted tiers start around forty dollars a month, which removes the cost advantage for teams unable to self-host. The official mobile experience depends on third-party apps of variable quality.

Best for Enterprise CMDB Integration

Servicenow - The CMDB that other tools end up feeding
The CMDB that other tools end up feeding

Servicenow

Top Pick

ServiceNow ITAM is the option that most enterprise IT estates end up running by gravitational pull. The CMDB is deeper than anything else in the category, the service mapping is mature, and the integration story with adjacent ServiceNow modules turns asset records into operational data rather than a parallel list.

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Who this is for: Large enterprises and regulated organizations that already run ServiceNow ITSM, have a dedicated CMDB admin, and need asset records to participate in change management, problem management, and service mapping rather than sit in a separate inventory. Best suited for environments with thousands of assets and a process maturity that justifies the operational overhead of running ServiceNow well.

Why we like it: The CMDB depth is the headline advantage. Configuration items model relationships and dependencies in a way that supports real change advisory board workflows, and the service mapping module ties discovered assets to the business services they support. ITAM data flows into incident, problem, and change records natively, which means the audit trail for any asset is complete without integration work. Discovery and Service Mapping handle agentless scanning across heterogeneous infrastructure, and the platform’s permission model is granular enough for the largest organizations. Software Asset Management is enterprise-grade, with vendor-specific compliance reporting that holds up under audit pressure. The integration ecosystem around ServiceNow means the asset register feeds finance, security, and procurement systems without bespoke connectors.

Flaws but not dealbreakers: ServiceNow rewards investment and punishes neglect. Without a dedicated platform admin, the CMDB drifts quickly, customizations multiply, and the platform becomes the most expensive shelfware in the budget. Licensing is opaque and notoriously expensive, with multiple SKUs required to assemble a complete ITAM picture. Implementation timelines run in quarters rather than weeks, and the cost of getting it right at the start is significant. For sysadmins running mid-market estates of a few hundred endpoints, ServiceNow is almost always the wrong answer; the operational overhead does not pay back at that scale.

Best for Active Directory Asset Sync

ITAM that lives comfortably inside a Windows-centric estate

ManageEngine AssetExplorer

Top Pick

ManageEngine AssetExplorer is the option mid-market IT teams reach for when most of the estate runs on Active Directory and the buying calculus favors transparent, asset-count-based pricing over enterprise complexity. Discovery, CMDB, software license compliance, and procurement all sit inside one license.

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Who this is for: Mid-market IT teams in the 100-5,000 asset range running Windows-centric environments who need ITAM coverage without enterprise-grade complexity. Strong fit for organizations with data-residency or air-gap requirements that rule out SaaS-only competitors, and for sysadmins already running other ManageEngine products like ServiceDesk Plus or OpManager.

Why we like it: Discovery covers Windows, macOS, Linux, SNMP devices, and virtual machines with both agentless and agent-based options, and the AD integration pulls user and group context into the asset record without separate configuration. The integrated CMDB ships with more than fifty predefined configuration item types and auto-syncs discovered assets into the configuration database, which removes the manual data entry that plagues lighter ITAM tools. Software license compliance scanning classifies installed software as compliant, under-licensed, or over-licensed automatically, with auditable evidence for vendor reviews. Procurement and contract management live in the same product rather than a separate module, with expiry alerts that catch renewals before they become surprises. Pricing is published, asset-count-based, and predictable at renewal, and the thirty-day full-feature trial plus permanent free tier for twenty-five assets allows meaningful evaluation.

Flaws but not dealbreakers: The platform requires deliberate configuration of credential sets, discovery scopes, and workflow rules before it becomes useful, and teams without a dedicated ITAM owner watch the data quality degrade quickly. The web UI is functional but dated, and navigation becomes dense when managing large asset sets across many categories. Customer support quality is inconsistent, particularly outside US business hours. OT and IoT asset visibility is limited compared to purpose-built tools like Lansweeper. Assets behind VPN or on different subnets from the discovery probe may require manual intervention or additional probes, which adds operational overhead in distributed environments.

Best for Built-In Help Desk Pairing

Sysaid - Asset records that travel with the ticket
Asset records that travel with the ticket

Sysaid

Top Pick

SysAid pairs ITAM with a help desk that has been doing the same job for two decades, and the long history shows. Asset records are tied to ticket history out of the box, which means the technician opening an incident sees the device, the user, the patch state, and the recent service history in one view.

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Who this is for: Internal IT teams at mid-sized organizations that need a help desk and ITAM in one product without the cost or implementation timeline of an enterprise ITSM. Best fit for sysadmins who want approachable workflow automation, AI-assisted ticket triage, and an asset register that participates in service management without being its own platform. Particularly appropriate for teams whose ticket volume justifies a real help desk but whose process maturity does not yet need full ITIL.

Why we like it: The integration between asset and ticket data is genuinely useful in daily operations. When a user reports an issue, the device record, software inventory, and recent change history surface alongside the ticket without a separate lookup. Workflow automation covers the common scenarios, including new-hire provisioning, password resets, and recurring maintenance, with a visual builder that is approachable for sysadmins who are not full-time developers. The AI-driven service features have matured past the gimmick stage and handle real triage work on inbound tickets. The platform deploys faster than ServiceNow or BMC and reaches productive use within weeks rather than quarters, which matters for teams with limited implementation capacity.

Flaws but not dealbreakers: The CMDB is functional but lighter than dedicated ITAM tools when modeling complex service dependencies. Reporting customization beyond predefined templates is limited, and teams that need pivot-style analytics typically export the data elsewhere. The interface, while improving, still carries some legacy patterns from earlier versions that newer help desks have moved past. Pricing is not transparently published, which makes early comparisons harder than they should be. API rate limits can become a constraint for organizations syncing into multiple security and finance tools in parallel.

Best for MSP-Managed Asset Portfolios

ConnectWise - ITAM with multi-tenant DNA for managed service providers
ITAM with multi-tenant DNA for managed service providers

ConnectWise

Top Pick

ConnectWise treats asset management as part of the managed service provider stack rather than an internal IT discipline, which means the multi-tenant architecture and the per-client segmentation are real rather than retrofitted. For sysadmins whose customer is the MSP itself, ConnectWise tends to be the path of least resistance.

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Who this is for: Managed service providers and internal IT teams that operate like one, with assets segmented across multiple clients or business units that must remain isolated. Best suited for organizations already running other ConnectWise products, since the value compounds across the PSA, RMM, and asset modules. Strong fit for sysadmins managing customer portfolios where billing depends on accurate per-tenant asset counts.

Why we like it: Multi-tenancy is architectural rather than tag-based, which means a technician working in one client’s environment cannot accidentally surface another customer’s data through a misconfigured saved view. Asset records sync with the broader ConnectWise ecosystem so RMM-discovered hardware, PSA contract data, and the asset register share the same source of truth. Pricing models support per-endpoint, per-technician, and hybrid arrangements, which lets MSPs match their internal cost structure to how they bill clients. The integration breadth into MSP-adjacent tools, documentation platforms, backup software, security stacks, is wider than most ITAM products attempt, which reduces the integration burden for teams already living in the MSP ecosystem.

Flaws but not dealbreakers: The product has a long history and the interface shows its age in places, with navigation patterns and field layouts that newer MSP tools have moved past. Implementation and onboarding can be heavy, particularly for MSPs migrating from a lighter stack, and the platform rewards investment in training rather than producing immediate value out of the box. Support quality has been a recurring complaint, especially during peak periods. For internal IT teams that do not operate as MSPs, the multi-tenancy adds complexity without proportional benefit, and a single-tenant ITAM tool will usually be the cleaner fit. Standard reporting lacks pivot-style aggregation, and complex cross-client analytics typically require an export into external BI tooling.