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Top 9 Best Employee Management Services of 2026

GITNUXSOFTWARE REVIEW

HR In Industry

Top 9 Best Employee Management Services of 2026

Top 9 roundup comparing employee management services for HR teams, covering key features and tradeoffs across Gallagher, Deloitte, and ADP Workforce Now.

19 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

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

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

Employee management services tie HR records, payroll inputs, time and attendance data, and benefits administration into a single operating model for HR and operations teams. This comparison helps buyers weigh tradeoffs between HR consulting plus benefits advisory, workforce management systems with payroll and reporting, and contingent workforce management, based on integration approach, API and automation capability, role-based access control, and audit log coverage.

Gallagher is the best choice for HR teams that need tightly governed employee lifecycle workflows because its workflow configuration keeps changes consistent across approvals and connected systems, whereas Deloitte fits large enterprises better when they want end-to-end HR lifecycle redesign tied to enterprise integration and audit-ready controls.

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

Gallagher

Admin governance and lifecycle workflow configuration that keeps employee changes consistent across approvals and connected systems.

Best for: Fits when HR operations need controlled employee lifecycle workflows with integration-driven data propagation.

2

Deloitte

Editor pick

HR transformation programs that combine workflow reengineering with enterprise integration planning and audit-oriented controls.

Best for: Fits when large enterprises need end-to-end HR lifecycle redesign with integration and governance delivery.

3

ADP Workforce Now

Editor pick

Centralized workforce policy configuration ties attendance and labor rules to workflow-based exceptions handling.

Best for: Fits when HR and ops teams need lifecycle workflows, self-service, and standardized reporting across locations.

Comparison Table

1
GallagherBest overall
specialist
9.0/10
Overall
2
enterprise_vendor
8.8/10
Overall
3
enterprise_vendor
8.6/10
Overall
4
enterprise_vendor
8.4/10
Overall
5
enterprise_vendor
8.2/10
Overall
6
enterprise_vendor
7.7/10
Overall
7
enterprise_vendor
7.6/10
Overall
8
specialist
7.1/10
Overall
9
enterprise_vendor
6.8/10
Overall
#1

Gallagher

specialist

Insurance brokerage and HR consulting firm with employee benefits advisory.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Admin governance and lifecycle workflow configuration that keeps employee changes consistent across approvals and connected systems.

Gallagher fits teams that manage employee lifecycle events at scale and need consistent approvals, data changes, and document steps across locations. The service delivery model typically includes implementation methodology and configuration support for directory sync, HR data synchronization, and workflow automation between HR systems and downstream tools. Governance controls are geared toward admin visibility, audit trails, and role-based access so multiple HR roles can collaborate without overbroad permissions.

A key tradeoff is that deeper workflow automation and integrations require disciplined setup and an internal owner for ongoing configuration changes. Gallagher is most effective when onboarding and offboarding workflows must match policy requirements and integrate cleanly with identity and payroll-adjacent systems in a single lifecycle flow.

Pros
  • +Workflow governance supports controlled lifecycle changes and approvals
  • +Configuration can standardize onboarding, transfers, and offboarding steps
  • +Integration focus targets employee data flow into downstream systems
  • +Audit trail and admin controls fit multi-role HR operations
Cons
  • –More configuration effort than lighter self-service-first HR tools
  • –Automation depth depends on clear internal workflow ownership
  • –Complex org modeling can slow initial rollout without strong governance
Use scenarios
  • HR operations teams

    Standardize onboarding and offboarding workflows

    Fewer exceptions in HR processing

  • Identity and HRIS admins

    Synchronize directories with HR records

    Reduced mismatch between systems

Show 2 more scenarios
  • HR compliance teams

    Enforce policy acknowledgement checkpoints

    Clear audit evidence for processes

    Workflow governance supports consistent policy steps tied to employee lifecycle transitions.

  • Corporate HR leadership

    Manage org structure driven role changes

    More accurate reporting structure

    Org hierarchy and position-based assignments update employee records across transfers and reorgs.

Best for: Fits when HR operations need controlled employee lifecycle workflows with integration-driven data propagation.

#2

Deloitte

enterprise_vendor

Professional services firm offering HR transformation and employee management consulting.

8.8/10
Overall
Features8.8/10
Ease of Use8.9/10
Value8.7/10
Standout feature

HR transformation programs that combine workflow reengineering with enterprise integration planning and audit-oriented controls.

Deloitte is distinct because employee management work is delivered through consulting-led HR transformation, including process design and governance support, not just ticket-based HR services. Core capabilities typically cover employee lifecycle workflows such as onboarding and offboarding, organizational and position management alignment, and HR data synchronization with enterprise systems through integration programs.

Governance is reinforced with RBAC-oriented access patterns and audit-focused operations that support compliance reporting across distributed HR processes. Compared with pure software HR vendors like Rippling, Deloitte’s differentiation is depth of implementation and change management coverage across HR operating models.

Pros
  • +Implementation teams align employee lifecycle processes with enterprise HR operating model
  • +Enterprise integration delivery focuses on HR data sync across systems in complex landscapes
  • +Governance artifacts support access control reviews and audit trail needs
  • +Extensibility planning includes workflow design for role-based HR process ownership
Cons
  • –Tooling experience depends on the selected HR stack and services scope
  • –Configuration and governance require sustained internal HR and IT participation
  • –Automation throughput can be constrained by integration design and approval workflows
  • –Employee self-service coverage may lag behind specialized HR SaaS execution
Use scenarios
  • Healthcare interoperability programs

    Employee data exchange across health systems

    More consistent record exchange

  • Enterprise legal governance teams

    Govern legal workflows for HR-related AI

    Controlled legal workflow oversight

Show 2 more scenarios
  • Global supply chain operations leaders

    Coordinate employee-facing EDI integration steps

    Structured partner connectivity

    Supports EDI strategy and integration architecture tied to workforce process execution.

  • Real estate portfolio HR and ops

    Track employee-linked tax deadlines workflow

    Organized jurisdiction review handling

    Runs traceable operational workflows for assessments, reconciliations, and deadline tracking.

Best for: Fits when large enterprises need end-to-end HR lifecycle redesign with integration and governance delivery.

#3

ADP Workforce Now

enterprise_vendor

Human capital software for employee records, time tracking, payroll reporting, and workforce management.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Centralized workforce policy configuration ties attendance and labor rules to workflow-based exceptions handling.

ADP Workforce Now covers core employee management work like onboarding, transfers, job and organizational changes, and terminations through configurable workflows that aim to keep payroll records aligned with HR actions. Employee and manager self-service routes common requests away from HR intake and centralizes approvals inside the system. Workforce policy configuration supports labor and exception handling across sites, which helps standardize how attendance and related rules are applied.

A key tradeoff is that deep configuration and governance require disciplined HR operations processes, because workforce policy changes and workflow rules have downstream effects on submissions and reporting. It fits best when HR and operations teams already rely on ADP payroll or need tightly coordinated workforce actions across multiple business units.

Pros
  • +Lifecycle workflows keep workforce actions aligned with payroll records
  • +Employee and manager self-service reduces manual HR intake
  • +Centralized policy configuration improves consistency across sites
  • +Recurring HR and compliance reporting supports audit-ready operations
Cons
  • –Workflow and policy governance needs sustained HR operations discipline
  • –More configuration work is required to match complex org structures
Use scenarios
  • HR operations teams

    Handle hires, transfers, and terminations

    Consistent workforce administration

  • People management teams

    Submit and approve workforce changes

    Fewer back-and-forth requests

Show 2 more scenarios
  • Compliance reporting teams

    Review workforce activity and exceptions

    More traceable reporting

    Administrators generate standardized reports covering employee history, workforce activity, and attendance exceptions.

  • Workforce operations teams

    Standardize absence and labor rules

    More consistent exceptions handling

    Teams configure labor, rounding, grace, and absence handling to manage exceptions centrally across sites.

Best for: Fits when HR and ops teams need lifecycle workflows, self-service, and standardized reporting across locations.

#4

Paychex

enterprise_vendor

HR, payroll, and employee benefits services for small to mid-sized businesses.

8.4/10
Overall
Features8.4/10
Ease of Use8.4/10
Value8.4/10
Standout feature

Service-led workflow setup that ties employee lifecycle execution to payroll administration continuity.

Paychex is strongest when employee records must stay consistent with payroll operations and when HR wants guided workflows for onboarding and offboarding steps. The service package typically includes HR administration support that reduces the operational burden of building and maintaining each workflow from scratch. Employee self-service coverage supports routine updates and documentation flows, while admin tooling supports organization-level control over who can view and manage employee information.

Pros
  • +Lifecycle workflows stay aligned with payroll administration processes
  • +Employee self-service covers routine updates and HR documentation needs
  • +Managed implementation reduces internal setup and process-mapping overhead
  • +Admin controls support structured access management for HR operations
Cons
  • –Deep automation via APIs is limited compared with developer-first HR platforms
  • –Complex workflow customization needs careful governance and implementation effort
  • –Integration scenarios may rely on service-led configurations more than self-serve mapping
Use scenarios
  • HR operations teams

    Streamline onboarding and document collection

    Fewer missed onboarding tasks

  • Payroll administrators

    Keep employee changes synchronized

    Reduced correction cycles

Show 2 more scenarios
  • Mid-market HR managers

    Control self-service and admin access

    Lower risk of data exposure

    Uses role-based access controls and workflow routing to manage approvals and visibility.

  • Benefits and compliance teams

    Track policy acknowledgement workflows

    Audit-ready acknowledgment history

    Coordinates employee acknowledgements and document handling as part of routine HR request workflows.

Best for: Fits when payroll-adjacent HR administration needs managed workflows and controlled access.

#5

Korn Ferry

enterprise_vendor

Organizational consulting firm offering talent and employee management advisory services.

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

Job architecture and hierarchy modeling used to drive consistent performance and talent cycle workflows across the employee lifecycle.

Korn Ferry is best treated as an employee management services firm that pairs HR technology work with job and talent processes. Its core capabilities center on workforce planning, job architecture, and performance and talent cycle design, which changes how organizations run employee lifecycle workflows.

Pros
  • +Structured job and organizational hierarchy approach for consistent role definitions
  • +Consulting-led performance and talent cycle design aligned to real workforce goals
  • +Employee lifecycle workflow mapping across onboarding and offboarding handoffs
  • +Employee data synchronization support focused on HR system coordination
Cons
  • –Implementation scope can exceed teams that only need basic HRIS administration
  • –Extensibility depends on integration design rather than a self-serve automation builder
  • –Governance and change management require active HR and leadership participation
  • –API-based integration depth varies by target systems and workflow requirements
Use scenarios
  • Boards and executive teams

    Handle executive gaps with interim leadership

    Continuity during leadership transitions

  • Technology executives and boards

    Retained search for engineering leadership

    Structured leadership readiness

Show 2 more scenarios
  • Executive transformation leaders

    Turn people strategy into execution plan

    Execution path from priorities

    Uses interviews, environmental analysis, governance, and accountability planning.

  • Global HR operations leaders

    Standardize onboarding and workforce documentation

    Consistent workforce processes

    Designs governed HR and talent processes for cross-border teams.

Best for: Fits when enterprises need job architecture and talent cycle design tied to HR system workflows.

#6

Randstad

enterprise_vendor

Global staffing and workforce solutions provider offering managed service programs.

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

Managed staffing-to-hire operations integrated with employee lifecycle administration for global workforce flows.

Randstad is a workforce and employee management provider that centers on staffing workflows, candidate-to-hire operational handling, and enterprise HR administration through integrated processes. It is distinct for combining large-scale recruitment operations with HR service delivery, including employee lifecycle handling and policy-adjacent employee communications.

Pros
  • +Operational strength in staffing and workforce movement workflows
  • +HR lifecycle execution support for distributed multi-country teams
  • +Process-driven onboarding and offboarding handling with HR administration
  • +Governance-oriented HR records management for larger deployments
Cons
  • –Less developer-centric automation and integration detail than top-tier peers
  • –Admin workflows can feel service-delivery heavy for in-house HR teams
  • –Depth varies by add-ons, especially for payroll and HR adjacent systems
  • –Reporting and analytics may require external BI or consulting support
Use scenarios
  • Distributed contractor workforce managers

    Run contractor onboarding and payments

    Lower admin workload

  • Technology employers and IT hiring teams

    Staff contract roles across technical skill areas

    Technology talent pipeline

Show 2 more scenarios
  • Carriers and logistics operators

    Hire drivers with aligned recruiting operations

    Broader hiring coverage

    Runs staffing workflows to add drivers alongside related logistics roles.

  • Warehouse and distribution employers

    Execute repeatable site-level hiring

    Repeatable candidate flow

    Supports ongoing sourcing and screening for warehouse associate workforce needs.

Best for: Fits when enterprises need managed workforce and lifecycle execution alongside HR administration across regions.

#7

ManpowerGroup

enterprise_vendor

Workforce solutions company providing staffing and talent management services.

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

Program delivery that ties workforce supply execution to employee lifecycle milestones under managed client governance.

ManpowerGroup is an employee management and workforce operations provider that pairs HR services with talent lifecycle execution for enterprise hiring programs. Its differentiator is delivery around workforce supply, placement workflows, and large-scale staffing execution rather than focusing on self-serve HRIS configuration alone.

Pros
  • +Experienced workforce operations for multi-location staffing programs
  • +Service-led onboarding and offboarding execution with consistent process controls
  • +Works well when employee lifecycle activity must map to staffing supply
  • +Governance and reporting designed for client program oversight
Cons
  • –Less suited for teams seeking deep employee self-service configuration
  • –Integration and API coverage are typically engagement-dependent, not product-first
  • –Extensibility via API workflows can lag behind HRIS leaders
  • –Automation throughput depends on program volume and staffing model
Use scenarios
  • Operations and workforce leaders

    Coordinate staffing supply across multiple sites

    More standardized execution

  • Talent acquisition teams

    Deliver end-to-end permanent role placements

    Managed permanent hiring path

Show 2 more scenarios
  • Enterprise and mid-market HR teams

    Scale contingent hiring across hiring waves

    Consistent workforce coverage

    Provides consistent workforce coverage for temporary and contingent roles amid demand shifts.

  • Contractor operations and compliance teams

    Administer contractor workforce onboarding and compliance

    More organized administration

    Supports contractor payroll and workforce administration with compliance requirements for distributed labor.

Best for: Fits when HR needs staffing-led lifecycle execution across sites with structured governance.

#8

Magnit

specialist

Contingent workforce management services and advisory provider.

7.1/10
Overall
Features7.1/10
Ease of Use7.1/10
Value7.1/10
Standout feature

Workflow-driven onboarding and offboarding orchestration that ties tasks to workforce records and HR operational ownership.

Magnit delivers employee management through workforce-focused HR operations that typically center on lifecycle processing and organization setup across large enterprises. The differentiator is how Magnit connects global workforce administration with configurable onboarding and offboarding workflows used by HR teams and hiring managers.

Pros
  • +Configurable onboarding and offboarding workflows tied to workforce operations
  • +Integration-first approach with API connectivity for employee data synchronization
  • +Enterprise-ready governance patterns for managing HR process ownership
  • +Supports complex org structures and position-based workforce administration
Cons
  • –Deeper workflow configuration requires HR process design discipline
  • –Employee self-service scope can be more limited than broad HR suite competitors
  • –Advanced automation outcomes depend on integration completeness with connected systems
  • –Admin workflows can feel heavy without a structured rollout plan
Use scenarios
  • Procurement and services operations

    Govern project-service engagement administration

    Better project visibility

  • MSP program offices

    Govern contingent workforce supplier execution

    More consistent program control

Show 2 more scenarios
  • HR and contractor operations teams

    Administer contractor screening and lifecycle

    More controlled contractor administration

    Handles screening, classification, credentialing, time processes, and offboarding for external workers.

  • Contingent staffing operations

    Run requisition to assignment workflow

    Governed staffing workflow

    Coordinates intake, candidate review, interviews, approvals, and assignment progression in a governed flow.

Best for: Fits when enterprises need workforce-led HR operations with configurable lifecycle workflows and integration-heavy deployments.

#9

Mercer

enterprise_vendor

HR consulting firm specializing in workforce, benefits, and employee management strategy.

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

Governance-first lifecycle configuration paired with audit visibility for administrative actions in HR operations.

Mercer runs employee management workflows that connect HR recordkeeping with lifecycle processes like onboarding, job changes, and offboarding. It is distinct for strong enterprise HR consulting roots that translate into structured implementation methods, governance artifacts, and workflow configuration for multinational organizations.

Pros
  • +Enterprise-grade HR workflow configuration with lifecycle coverage across hire to exit
  • +Integration approach designed for HR data synchronization with existing enterprise systems
  • +Governance controls with role-based access and auditable administrative actions
  • +Implementation methodology that maps process design to configured workflows
Cons
  • –Requires disciplined configuration to avoid inconsistent lifecycle outcomes across teams
  • –Admin setup time is higher when HR data structures vary by country or business unit
  • –Automation depth depends on integration architecture and the systems available in the landscape
  • –Employee and manager self-service experience can feel workflow-heavy versus streamlined HR apps
Use scenarios
  • HR benefits and workforce policy leaders

    Align benefits with workforce policies

    Aligned benefits and policies

  • People analytics and talent leaders

    Use listening data for talent decisions

    People decisions with evidence

Show 2 more scenarios
  • Risk and HR insurance program teams

    Coordinate insurance renewals for HR coverage

    Coordinated renewal execution

    Reviews policy and claims information and prepares renewal strategies and negotiation positions.

  • Learning and organizational development teams

    Build skills maps and learning rollouts

    Implementable learning programs

    Translates role profiles into skills maps and curricula with rollout plans tied to job expectations.

Best for: Fits when global HR organizations need governed lifecycle workflows and integration-heavy employee administration.

Conclusion

After evaluating 9 employee management, Gallagher 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
Gallagher

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 Employee Management

How do Rippling and ADP differ in integrating employee lifecycle workflows with identity and payroll-adjacent systems?
Rippling is positioned for HR automation and workflow execution across connected systems, so lifecycle events can propagate through configured integrations at scale. ADP focuses on keeping HR actions consistent with downstream processing by aligning onboarding, offboarding, job changes, and data exchanges to its HR and payroll operations.
Which providers offer admin controls that support RBAC and audit visibility for lifecycle changes?
Gallagher and Mercer both emphasize governance controls that track administrative actions with audit visibility and role-based access. Deloitte reinforces RBAC-oriented access patterns and audit-focused operations to support compliance reporting across distributed HR work.
How should data migration be handled when moving employee records and workflow history into Mercer versus Paychex?
Mercer is built around employee data synchronization and implementation methodology that supports governed lifecycle workflows for multinational setups. Paychex emphasizes guided HR administration workflows, so migration planning often centers on aligning employee record structures to onboarding and offboarding execution rather than building developer-first integration patterns.
When does Deloitte’s HR transformation delivery model reduce risk compared with a software-first HR approach?
Deloitte typically delivers process design and governance support alongside HR transformation work, which reduces gaps during workflow reengineering and enterprise integration planning. Rippling tends to fit teams that can configure and automate quickly, but Deloitte’s model better addresses change management when HR operating models need redesign.
What breaks if an organization needs very high API-based integration throughput for custom HR systems, using Paychex versus Magnit?
Paychex fits teams that want managed lifecycle administration and may not meet developer-first extensibility demands for complex automated integrations at high throughput. Magnit is oriented toward API surfaces and provisioning-oriented connectivity for workforce-led HR operations, so it better supports integration-heavy deployments built around configurable orchestration.
Which provider is better suited for onboarding and offboarding workflows that must match policy steps across multiple locations, and why?
Gallagher fits teams that need consistent approvals, data changes, and document steps across locations through lifecycle workflow configuration. ManpowerGroup can also handle onboarding and offboarding at scale, but it is oriented toward staffing-led lifecycle execution and workforce governance tied to client engagement scope.
How does job and position management differ between Korn Ferry and ADP for manager approvals and organizational hierarchy?
Korn Ferry centers on job architecture and workforce planning, then uses that modeling to drive consistent performance and talent cycle workflows across the lifecycle. ADP aligns organizational hierarchy and position management so reporting lines and approvals attach to job changes and reduce manual coordination for managers.
What tradeoff appears when choosing TriNet versus Gartner-style enterprise HR consulting for HR case handling and governance depth?
TriNet emphasizes HR case management where workflow status ties to employee records and supports auditability of key HR events. Deloitte provides a transformation-led approach that covers enterprise HR operating models and governance delivery, which can add structure beyond case handling when governance needs span process redesign.
How do SSO and security controls typically show up in implementation outcomes for Mercer versus Deloitte?
Mercer pairs role-based access and audit visibility with integration-heavy employee administration, so security controls are enforced alongside governed workflows. Deloitte reinforces RBAC-oriented access patterns and audit-focused operations as part of HR transformation delivery, which ties security outcomes to governance and change management across distributed HR processes.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Employee Management

We separate employee management options by how they handle data control and everyday admin work: strong import and automated updates reduce manual fixes, while access governance keeps the right people editing the right records. The biggest differences show up in Integration depth, Change tracking, and RBAC controls.

Integration depth for HR workflows

Why it matters

Integration depth determines whether employee data stays consistent when you move between systems and teams. For employee management, it affects how quickly the record updates without re-entering the same facts.

How to check

Ask what systems can trigger updates to employee records (for example, directory or onboarding events) and whether updates are one-way or bidirectional. In the demo, load a sample employee file and check where the resulting changes appear and how they propagate.

Change tracking for employee record edits

Why it matters

Change tracking matters when HR and managers update roles, status, or contact details and you later need to explain what changed. It also supports safer automation because you can see which actions caused the outcome.

How to check

On a test employee profile, make a change to a core field and then open the activity history. Confirm whether the log includes who made the change, what changed, and the timestamp, and whether bulk changes show up clearly.

RBAC controls for HR and managers

Why it matters

RBAC controls separate what HR can do from what managers can view or update. In employee management, getting this wrong leads to either too much access or constant escalation.

How to check

In a role setup screen, try creating at least three roles (HR admin, manager, and viewer). Assign permissions for viewing and editing a sample employee record, then test by switching users in the UI to verify denied actions stay denied.

Automation rules for employee status updates

Why it matters

Automation rules reduce manual follow-up when employee status changes. For employee management, you want predictable outcomes and guardrails that stop bad updates from spreading.

How to check

Ask for an example rule that updates status fields based on an event or form input. In the demo, run the rule on a sample employee and verify what changes, what doesn’t change, and how you prevent conflicting edits.

Bulk operations for HR data corrections

Why it matters

Bulk operations help when you need to fix many employee records after an import, audit, or org change. In employee management, the key is quality control so you don’t create inconsistent profiles.

How to check

Request a bulk upload workflow and bring a small CSV-like sample (10–30 rows). Check whether you get field mapping, row-level validation, and a clear report of which rows succeeded or failed.

Red flags

  • Employee record edits lack a clear activity trail
  • Roles look configurable, but manager actions still exceed permissions
  • Bulk updates finish without row-level success detail

Fit by situation

  • If you regularly update many employee profiles from files, prioritize Bulk operations for HR data corrections.
  • If HR teams need to answer who changed what after onboarding and transfers, prioritize Change tracking for employee record edits.
  • If multiple roles touch employee records daily, prioritize RBAC controls for HR and managers.
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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