Commissioned Research
Top 10 Best Cafm Facility Management Software of 2026

GITNUXSOFTWARE REVIEW

Facilities Property Services

Top 10 Best Cafm Facility Management Software of 2026

Compare cafm facility management software tools and their fit for real estate, maintenance, and workplace teams, including OfficeSpace Software.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

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Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Facilities teams use CAFM platforms to coordinate maintenance, asset updates, and space or workplace operations through a shared data model. This comparison helps operators weigh integration and automation depth against governance needs like RBAC, audit logs, and extensibility when systems must interoperate at production throughput.

Accruent Facilities is the best pick for healthcare and other complex portfolio teams because it keeps work order lifecycle records linked to inspection and compliance outcomes within the same location and asset structure, while OfficeSpace Software suits mid-size teams that need work orders tied to a consistent space, site, and facility hierarchy for day-to-day execution.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Accruent Facilities

Work order lifecycle records stay linked to inspection and compliance outcomes within the same location and asset structures.

Best for: Fits when portfolio facilities teams need governed CAFM records with inspection history and integration-ready workflows.

2

IBM TRIRIGA

Editor pick

TRIRIGA’s hierarchy-first application model ties configuration, work orders, and reporting to the asset and location data structure.

Best for: Fits when large enterprises need configurable CAFM processes tied to strict asset and location hierarchies.

3

OfficeSpace Software

Editor pick

Location hierarchy linking that preserves work order context across spaces, sites, and facilities execution.

Best for: Fits when mid-size CAFM teams need coordinated work orders tied to spaces and locations.

Comparison Table

1
enterprise
9.1/10
Overall
2
enterprise
8.9/10
Overall
3
8.8/10
Overall
4
enterprise
8.3/10
Overall
5
enterprise
8.2/10
Overall
6
enterprise
7.7/10
Overall
7
7.6/10
Overall
8
7.0/10
Overall
9
enterprise
6.8/10
Overall
10
enterprise
6.5/10
Overall
#1

Accruent Facilities

enterprise

Facilities management software for healthcare organizations and other complex property portfolios.

9.1/10
Overall
Features9.1/10
Ease of Use9.1/10
Value9.1/10
Standout feature

Work order lifecycle records stay linked to inspection and compliance outcomes within the same location and asset structures.

Accruent Facilities is distinct for how it treats facility content as interconnected records, with asset and location structures built to support downstream work order lifecycle tracking. The platform covers request and dispatch workflows, preventive maintenance scheduling, and inspections that produce traceable records tied to sites, spaces, and assets. Governance is handled through administrative controls like RBAC-style access and audit trails for changes to operational data.

A practical tradeoff is that deep configuration of hierarchies and workflow rules takes sustained admin effort before teams can rely on consistent data entry and routing. Accruent Facilities fits most when facilities operations must coordinate maintenance, inspections, and compliance records across multiple buildings or portfolios, with other enterprise systems supplying master data and receiving updates.

Pros
  • +Connected asset and location hierarchy supports full work order traceability
  • +Inspection and compliance workflows keep results tied to assets and spaces
  • +RBAC-style permissions and audit trails support governed operations
  • +API and data provisioning support integrations for master data sync
Cons
  • –Hierarchy and workflow configuration requires structured governance discipline
  • –Out-of-the-box templates can feel thin for unusual routing models
  • –Cross-team adoption depends on consistent data maintenance practices
Use scenarios
  • Facilities operations leadership

    Manage multi-site maintenance and compliance

    Cleaner audit trails and history

  • EAM data owners

    Sync assets and locations via API

    Reduced manual data re-entry

Show 1 more scenario
  • Regional facilities coordinators

    Route work orders and inspections

    Faster assignment and visibility

    Dispatching uses controlled permissions so different regions can manage their portions of the hierarchy.

Best for: Fits when portfolio facilities teams need governed CAFM records with inspection history and integration-ready workflows.

#2

IBM TRIRIGA

enterprise

Enterprise IWMS and CAFM platform for integrated facilities and real estate management.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

TRIRIGA’s hierarchy-first application model ties configuration, work orders, and reporting to the asset and location data structure.

IBM TRIRIGA is an enterprise facilities management suite that couples an EAM work order lifecycle with a configurable application framework. It is distinct for its focus on asset and location hierarchy modeling, then driving workflows like inspections, preventive maintenance scheduling, and space-related requests from that shared hierarchy.

Integration depth is a core theme, with data exchange paths that support enterprise systems and allow automation through published integration patterns. Governance features center on controlled configuration, role-based access, and audit-ready change trails for master and operational records.

Pros
  • +Configurable work order lifecycle tied to a strong asset and location hierarchy
  • +Inspection and maintenance workflows map cleanly to enterprise CMMS processes
  • +Integration patterns support enterprise data sync and automated operational updates
  • +Role-based access and governance controls fit multi-team administration
Cons
  • –Implementation effort rises sharply with heavily customized forms and workflows
  • –Complex hierarchy modeling can slow initial data migration and validation
Use scenarios
  • Enterprise facilities operations

    Route inspections and PM from asset hierarchy

    Consistent work across locations

  • Workplace space request teams

    Plan space-related requests with hierarchy context

    Fewer mismatched request details

Show 2 more scenarios
  • Enterprise system integration teams

    Automate workflows through published integration patterns

    Less manual data movement

    Integration patterns support data exchange and automation with enterprise systems feeding facility master data.

  • Facilities governance teams

    Audit changes to master and operational records

    Traceable configuration changes

    Role-based access and audit-ready change trails support controlled configuration across operational and master records.

Best for: Fits when large enterprises need configurable CAFM processes tied to strict asset and location hierarchies.

#3

OfficeSpace Software

SMB

Facility management platform for space planning and employee experience.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Location hierarchy linking that preserves work order context across spaces, sites, and facilities execution.

OfficeSpace Software runs CAFM facilities workflows centered on work orders, space management, and asset-related maintenance execution in a single operating view. The system supports location hierarchy setup for facilities areas and ties tasks to those sites to keep work order context consistent across teams.

For operations teams that need more than ticketing, OfficeSpace Software provides inspection and compliance-style checklists attached to scheduled activities and work execution. Administration focuses on user permissions, configuration of facility structures, and operational governance around how requests become planned work.

Pros
  • +Connects work orders to a configurable location hierarchy for consistent site context
  • +Supports scheduled inspections tied to operational activities rather than standalone checklists
  • +Provides role-based access so facilities, technicians, and admins can separate responsibilities
  • +Maintains a single operational record for work execution and related asset or space context
Cons
  • –Space and facilities data setup needs disciplined hierarchy design to avoid later rework
  • –Integration depth beyond core workflows can require custom efforts for enterprise systems
Use scenarios
  • Facility service teams

    Route office requests by workspace context

    Visible request status

  • Coworking operators

    Connect reservations to occupancy operations

    Reservation-linked occupancy

Show 2 more scenarios
  • Facilities and real estate teams

    Compare move layouts before implementing changes

    Documented layout alternatives

    Facilities model alternative seating and adjacency options to document and compare move scenarios.

  • Workplace strategists and analysts

    Measure utilization by floor and zone

    Evidence for space audits

    Teams review occupancy and desk-use patterns grouped by floor and workplace zones.

Best for: Fits when mid-size CAFM teams need coordinated work orders tied to spaces and locations.

#4

Nuvolo

enterprise

Connected facilities and asset management built on the ServiceNow platform.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Work order processing ties to asset and location governance so recurring maintenance stays consistent across sites.

Nuvolo centers on CAFM workflows that start from an asset and location hierarchy, then push tasks through request, assignment, and completion steps with audit-ready history. Work order processing is backed by maintenance records and recurring schedules for planned work, which supports preventive maintenance cycles without manual spreadsheet coordination. The automation surface is designed for integrations that keep CAFM tasking aligned with external ticketing, identity, and data feeds through its API and provisioning interfaces.

Pros
  • +Configuration-driven workflows connect workplace intake to maintenance records
  • +API supports integration of tasks and master data into existing systems
  • +Recurring maintenance schedules reduce manual planning overhead
  • +Audit history helps trace work order status changes
Cons
  • –Hierarchy and master data discipline is required for clean cross-site reporting
  • –Advanced automation depends on integration work beyond out-of-box settings
  • –Role setup and permissions can require careful planning to match operations reality
  • –Some reporting views need tuning to reflect complex asset ownership rules
Use scenarios
  • Facilities operations teams

    Standardize maintenance intake and routing

    Fewer handoff errors

  • FM program managers

    Run preventive maintenance at scale

    More predictable maintenance coverage

Show 2 more scenarios
  • IT integration owners

    Synchronize CAFM with service systems

    Less duplicate data entry

    Integrations use API endpoints to align work orders and master data with external tools.

  • Portfolio workplace managers

    Control site-specific operational workflows

    Consistent service delivery

    Configuration supports governed task processes across multiple workplace locations and teams.

Best for: Fits when multi-site facilities need governed master data and automation for recurring work.

#5

Facilio

enterprise

Cloud-based facilities management platform for building operations and maintenance.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

Workflow rule engine that routes tickets and work orders across teams based on asset and location attributes.

Facilio is positioned for facilities operations teams that need work order lifecycle handling from intake through closeout, with structured relationships between assets, spaces, and location-based responsibility. Core modules typically include maintenance request management, preventive maintenance scheduling, inspection workflows, and record histories tied to assets and work. The automation surface is driven by configurable forms and workflow rules that route tasks to the right teams and enforce required steps before closure.

Pros
  • +Configurable request and work order workflows for repeatable operations
  • +Inspection and preventive maintenance records tied to asset and location context
  • +API-based extensibility for integrating facilities processes with other systems
  • +Role-based access controls and activity history for operational governance
Cons
  • –Advanced routing and approvals require disciplined configuration work
  • –Some integrations rely on external middleware patterns for data normalization
Use scenarios
  • Facilities operations managers

    Automate maintenance request triage

    Faster assignment and closure

  • Maintenance planners

    Run preventive maintenance schedules

    More consistent preventive coverage

Show 2 more scenarios
  • Compliance and safety coordinators

    Track inspections with evidence

    Audit-ready inspection history

    Manages inspection steps and links results to assets and spaces.

  • IT and systems integrators

    Synchronize CAFM master data

    Lower manual data re-entry

    Uses API access to exchange assets, locations, and work status with enterprise systems.

Best for: Fits when CAFM teams need automated work orders and inspection records tied to asset and space hierarchy.

#6

MRI Software

enterprise

Real estate and facilities management software for property portfolios.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Configurable workflow and master data alignment across assets and locations for enterprise FM operations under centralized governance.

MRI Software is an established CAFM facility management suite that pairs asset and location hierarchy modeling with configurable work management workflows. It supports enterprise-wide asset and work order lifecycles, including preventive maintenance planning and execution, plus inspection and compliance tracking where facilities need evidence.

Pros
  • +Asset and location hierarchies support enterprise scale master data management
  • +Work order lifecycle supports preventive maintenance scheduling and execution workflows
  • +Configuration-driven process design reduces custom code needs for common FM flows
  • +Role-based permissions help control access to assets, locations, and work records
Cons
  • –Extensive configuration can slow rollout without defined governance roles
  • –Integration depth depends on partner and connector scope for building systems
Use scenarios
  • Facilities and asset management teams

    Schedule recurring preventive maintenance

    More repeatable planning

  • Enterprise workplace teams

    Standardize multi-site asset and space records

    Consistent physical resource references

Show 2 more scenarios
  • Property managers and facilities teams

    Dispatch maintenance work to teams and vendors

    Clearer execution ownership

    Work orders route across internal staff, vendors, and contractors with structured assignment and follow-up.

  • Commercial and residential property managers

    Administer leases and renewal schedules

    More consistent lease administration

    Property teams maintain lease terms, renewals, billing rules, tenant records, and lease event schedules across portfolios.

Best for: Fits when large operators need enterprise hierarchy modeling and configurable work management across multi-site estates.

#7

AssetWorks Facility Management

enterprise

Integrated facility maintenance and capital planning software.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Built for hierarchy-based CAFM execution using structured asset and location models.

AssetWorks Facility Management focuses on connecting CAFM workflows to a facilities data model built around asset and location hierarchies. The system supports work order lifecycle operations, preventive maintenance planning, and inspection-style records for facilities activities.

Pros
  • +Strong asset and location hierarchy support for structured facilities operations
  • +Work order and preventive maintenance workflows map cleanly to field execution
  • +Master data controls support consistent cross-site configuration
  • +Integration options fit enterprise systems and automated status updates
Cons
  • –Configuration and governance effort rises with multi-site deployments
  • –Some advanced automation depends on connector availability and internal process mapping
Use scenarios
  • Facilities operations teams

    Standardize preventive maintenance execution

    Reduced missed PM tasks

  • Property management firms

    Operate across multiple properties

    Fewer data discrepancies

Show 2 more scenarios
  • Enterprise IT integration teams

    Sync work status across systems

    Lower manual coordination

    They automate updates between CAFM records and external operational tools using integration and scripting options.

  • EAM program owners

    Unify asset and ticket lifecycles

    Cleaner operational audit trail

    They connect asset hierarchy data to work order tracking for consistent operational reporting.

Best for: Fits when facilities teams need hierarchy-driven CAFM execution across multiple sites with controlled master data and integrations.

#8

MicroMain

SMB

Maintenance and facilities management software for asset tracking and work orders.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Asset and location centric work order execution model, where maintenance history stays attached to the same hierarchy used for routing and planning.

MicroMain targets CAFM teams that want a computerized maintenance records workflow tied to a facilities asset and location hierarchy. It supports work order lifecycle management, preventive maintenance scheduling, and service request routing with configurable status and priorities.

Pros
  • +Maintenance work orders connect directly to asset and location structures
  • +Preventive maintenance scheduling supports recurring plans and maintenance history
  • +Configurable workflows support varied routing and approval steps
  • +Administrative controls help keep asset register data consistent
Cons
  • –Limited visibility into complex cross-system data flows without integrator support
  • –Inspection and compliance workflows can require careful configuration for each site
Use scenarios
  • Multi-site maintenance organizations

    Plan work across shared asset structures

    Common planning and reporting structure

  • Facility services managers and custodial teams

    Run standardized cleaning programs by location

    Consistent inspection-oriented closeouts

Show 2 more scenarios
  • Maintenance leaders and operations managers

    Assess schedule reliability and backlog

    Identify schedule reliability gaps

    Leaders analyze work status, planned versus unplanned activity, backlog, and recurring work records.

  • Field technicians and maintenance supervisors

    Capture structured mobile updates on-site

    Fewer manual handoffs

    Technicians receive structured work steps and record updates while working at equipment or facility locations.

Best for: Fits when CAFM teams prioritize maintenance execution tied to asset hierarchy and location structure.

#9

Eptura

enterprise

Workplace management platform combining asset, space, and work coordination.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Configurable workplace and facilities workflow engine designed to connect service intake to structured execution across locations and roles.

Eptura is a CAFM and workplace operations system used by large organizations that need strong integration with existing workplace, identity, and service workflows. It focuses on managing facilities data for work requests, task execution, and structured reporting across locations and assets.

Pros
  • +Integration-first workplace operations connects work intake to operational execution
  • +Location and asset hierarchies support structured reporting for multi-site portfolios
  • +Configurable workflows reduce dependence on custom development for common requests
  • +Role-based access and audit-style activity tracking support controlled administration
Cons
  • –Deep configuration can require specialist input for complex workflows
  • –Third-party integrations determine automation breadth for frontline service processes
  • –Advanced reporting needs disciplined master data governance across sites
  • –Work order lifecycle coverage depends on how teams model assets and locations
Use scenarios
  • Asset managers and facilities teams

    Maintain asset ownership and maintenance history

    Traceable asset upkeep

  • Property compliance and facilities managers

    Schedule inspections and track remediation

    Deficiency follow-through

Show 2 more scenarios
  • Facilities and workplace operations teams

    Manage room availability and approvals

    Fewer booking conflicts

    Facilities control room booking eligibility, approvals, and reservation release states for meeting spaces.

  • Facilities service desks

    Route workplace service requests through workflows

    Consistent execution tracking

    Teams intake, assign, and track workplace requests through operational and maintenance workflows.

Best for: Fits when enterprise CAFM teams need integration-driven workplace workflows and controlled admin governance across multiple sites.

#10

TMA Systems

enterprise

Computerized maintenance and facilities management software for enterprises.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Maintenance execution workflow ties operational task status directly to the configured asset and location hierarchy.

TMA Systems is a CAFM facility management software product used to manage maintenance work and facility assets through a shared operational workflow. It supports work order lifecycle activities such as request intake, assignment, preventive maintenance planning, and status tracking across teams.

Pros
  • +Work order lifecycle supports intake, assignment, scheduling, and tracking
  • +Asset and location hierarchy helps keep maintenance records tied to real sites
  • +Preventive maintenance planning supports recurring schedules and execution visibility
  • +Role-based operational controls help manage who can act on maintenance tasks
Cons
  • –Deep integrations and API depth appear narrower than top enterprise CAFM competitors
  • –Reporting customization can require administrator time for each new workflow need
Use scenarios
  • Healthcare facilities and biomedical teams

    Organize biomedical and building assets in records

    More organized maintenance documentation

  • Facility and maintenance operations teams

    Document corrective work from request to close

    Traceable job closeout

Show 2 more scenarios
  • Custodial managers and facility supervisors

    Assign custodial tasks and record inspection results

    Closed inspection issues

    Custodial teams assign cleaning tasks, capture inspection outcomes, and follow deficiencies to resolution.

  • Maintenance planners and supervisors

    Plan recurring inspections against specific assets

    Fewer missed recurring tasks

    Planners schedule recurring inspections and service tasks for defined assets and locations.

Best for: Fits when facilities teams need structured work order execution tied to asset and location hierarchy.

Conclusion

After evaluating 10 cafm facility management software, Accruent Facilities stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Accruent Facilities

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Cafm Facility Management Software

How do Facilio and Accruent route work orders differently using workflow configuration?
Facilio uses a workflow rule engine that routes tickets and work orders across teams based on asset and location attributes. Accruent applies governance-driven workflow configuration with traceable execution history tied to shared asset and location structures.
Which platforms support API-driven extensibility for CAFM workflow and data exchange?
Facilio provides an API for extending processes and exchanging operational data. AssetWorks also supports API-driven connectivity for external tools plus import and export of CAFM master data.
How does IBM TRIRIGA approach asset and location hierarchy modeling before work execution?
IBM TRIRIGA models the asset and location hierarchy first and then uses that structure to drive inspections, preventive maintenance scheduling, and space-related requests. OfficeSpace Software centers its work order context on a configured location hierarchy that preserves task context across spaces and sites.
What tradeoff appears when adopting a hierarchy-first model like TRIRIGA versus a workflow-first model like Facilio?
TRIRIGA’s hierarchy-first application model ties configuration, work orders, and reporting to the asset and location data structure, so changes to hierarchy design ripple into downstream workflows. Facilio focuses on workflow routing and inspection records tied to location and asset attributes, so hierarchy governance is less central than routing logic configuration.
When teams need inspection and compliance evidence, how do GoSpace-style workflows compare with Facilio and MRI Software?
Facilio supports inspection tracking and maintenance planning workflows that record evidence tied to routed work orders. MRI Software includes inspection and compliance tracking where facilities need evidence, and it aligns inspection records with its asset and work order lifecycles under centralized governance.
How does Nuvolo keep recurring maintenance consistent across sites?
Nuvolo ties work order processing to governed asset and location setup so recurring maintenance follows repeatable configuration. Accruent also supports traceable execution history across shared structures, but its emphasis is governance-grade workflow coordination across many sites.
What breaks if CAFM master data governance is weak in Accruent and Eptura?
Accruent links master data and operational records to execution and audit trails through configurable workflows, so weak governance produces gaps in traceability during work execution. Eptura’s integration-driven workplace workflows depend on controlled admin configuration and roles, so inconsistent location or asset data can break routing and reporting across locations.
Which admin controls help manage RBAC and auditability across multiple sites in enterprise CAFM?
Facilio centers administration on role-based permissions, audit-ready activity history, and configuration controls for forms, workflows, and approvals. IBM TRIRIGA and MRI Software both emphasize role-based access plus audit-ready change trails or audit visibility for changes across assets, locations, and work records.
How do AssetWorks and MicroMain differ in organizing ongoing maintenance execution?
AssetWorks organizes execution through governed maintenance workflows tied to detailed asset hierarchies, with templates and controlled configuration driving downstream work order execution. MicroMain organizes ongoing maintenance execution around an asset and location structure, keeping maintenance history attached to the same hierarchy used for routing and planning.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Cafm Facility Management Software

We look at what separates cafm facility management software options in day-to-day operations: integration depth, data model alignment, automation and API coverage, and control depth for admins. The differences show up when teams move assets and work through real workflows, not when viewing static screens.

Integration depth across building systems

Why it matters

Integration depth across building systems matters when maintenance, space, and schedules depend on timely signals from other tools. If the software only imports spreadsheets, the operational picture stays stale.

How to check

Ask for a live demo of how the system brings in data from the tools your team already uses (for example, document repositories or scheduling tools). Check whether it supports recurring sync, not just one-time imports, and whether mappings stay stable across updates.

Automation and API surface for workflows

Why it matters

Automation and API surface determines whether your facility workflows can trigger events without manual clicks. When work is created from changes in other systems, throughput and auditability improve.

How to check

Request the demo to show at least one workflow trigger (such as creating a task when a record changes) and show the automation configuration screen. If available, ask to view API docs and confirm you can test a sandbox or sample payload.

Data model coverage for assets and locations

Why it matters

Data model coverage affects whether you can represent your asset structure and keep relationships consistent across changes. A weak model forces workarounds that break reporting and handoffs.

How to check

Ask the demo team to model one real scenario using your own sample asset records, including hierarchy and relationships. Verify you can add custom attributes, enforce required fields, and keep IDs consistent when importing updates.

Work management workflow configurability

Why it matters

Work management workflow configurability controls whether you can match how technicians and coordinators actually operate. If fields, statuses, and approvals are rigid, the system slows reporting and escalations.

How to check

During the demo, watch how a work request turns into an assigned task and then closes. Confirm you can configure statuses, required steps, routing/assignment rules, and templates for common job types.

Admin controls, RBAC, and audit logs

Why it matters

Admin controls, RBAC, and audit logs matter when multiple teams update the same operational records. Without clear permissions and traceability, the CAFM environment becomes hard to govern and review.

How to check

Ask to see role setup and permission boundaries (who can create, edit, approve, and close). Then request a view of audit logs for a change to an asset or work record, including who changed what and when.

Red flags

  • Only one-time imports with no ongoing sync behavior
  • No visible workflow triggers or limited automation configuration
  • Audit logs or role permissions cannot show change ownership

Fit by situation

  • If we must connect data from several existing operational tools daily, prioritize integration depth across building systems.
  • If we need work requests created automatically from events elsewhere, prioritize automation and API surface for workflows.
  • If multiple teams update assets with strict traceability, prioritize admin controls, RBAC, and audit logs.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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