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Top 10 Best Qms Software for Medical Device Startups of 2026

GITNUXSOFTWARE REVIEW

Business Software

Top 10 Best Qms Software for Medical Device Startups of 2026

Compare qms software for medical device startups, including Matrix Quality, with features, compliance support, and tradeoffs for early teams.

24 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

Medical-device startups use QMS software to control quality records, route corrective actions, and maintain traceability as processes mature. This comparison helps founders and quality leads weigh validated workflows and regulatory documentation against setup effort, configuration demands, and the operational overhead of systems designed for larger manufacturers.

Matrix Quality is the strongest fit for medical-device startups and growing medtech teams because its preconfigured, compliance-aligned workflows connect quality processes through linked records, whereas Greenlight Guru suits startups focused on design controls since it preserves traceability across device development.

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

Matrix Quality

Matrix Quality connects a wide range of quality processes—including documents, training, CAPAs, audits, suppliers, and risk management—through linked records, with preconfigured workflows and templates aligned to major life-sciences compliance expectations.

Best for: Medical-device startups and growing medtech quality teams that want to manage controlled documents, training, CAPAs, audits, suppliers, and risk-related quality processes in a connected, compliance-oriented system.

2

Greenlight Guru

Editor pick

Linked design controls and risk management records preserve traceability across device development.

Best for: Fits when medical device startups need design controls and quality records in one regulated QMS.

3

QT9 QMS

Editor pick

Design-control workflows for managing design inputs, verification, validation, and changes.

Best for: Fits when a device startup needs connected design controls, CAPA, document control, and supplier quality records.

Comparison Table

1
Matrix QualityBest overall
Cloud eQMS for regulated medtech and life sciences
9.3/10
Overall
2
vertical specialist
8.7/10
Overall
3
8.6/10
Overall
4
8.4/10
Overall
5
enterprise
8.0/10
Overall
6
7.8/10
Overall
7
7.5/10
Overall
8
7.2/10
Overall
9
6.9/10
Overall
10
6.5/10
Overall
#1

Matrix Quality

Cloud eQMS for regulated medtech and life sciences

Matrix Quality is a cloud eQMS that brings document control, training, CAPA, audits, suppliers, and other quality processes together in a validated system for medical-device and life-sciences teams.

9.3/10
Overall
Features9.3/10
Ease of Use9.1/10
Value9.5/10
Standout feature

Matrix Quality connects a wide range of quality processes—including documents, training, CAPAs, audits, suppliers, and risk management—through linked records, with preconfigured workflows and templates aligned to major life-sciences compliance expectations.

Matrix Quality combines document control, training management, quality events and CAPA, supplier management, audits, change control, and risk management in one system. Its preconfigured workflows and templates are aligned with FDA 21 CFR Part 11, ISO 13485, and GxP, while linked records, dashboards, and reports support traceability and oversight as a medical-device company grows.

The breadth is useful when a startup is moving quality records out of disconnected files and preparing for more structured audits, but teams still need to configure workflows and carry out a risk-based validation approach. For example, a quality lead can use it to route a deviation, link its investigation and corrective action, and retain related records in the same system.

Pros
  • +Preconfigured workflows and templates aligned with FDA 21 CFR Part 11, ISO 13485, and GxP standards.
  • +Centralizes control of documents, CAPAs, change management, training, and audits.
  • +Trusted by 500+ Life Sciences & Medical Device Companies.
  • +One medical-device company reports digitizing its quality program within 4 weeks.
Cons
  • –Teams seeking only product requirements and design-control traceability need a dedicated requirements tool for that job.
  • –Organizations seeking only compliant hosting for connected-device applications need a dedicated cloud platform for that job.
Use scenarios
  • Medical-device startup quality leads

    Establishing a controlled quality system

    Connected quality records

  • Medtech CAPA owners

    Managing deviations and corrective actions

    Traceable issue resolution

Show 1 more scenario
  • Supplier quality teams

    Coordinating supplier oversight

    Centralized supplier oversight

    Manages suppliers alongside audits and other quality processes within the same eQMS.

Best for: Medical-device startups and growing medtech quality teams that want to manage controlled documents, training, CAPAs, audits, suppliers, and risk-related quality processes in a connected, compliance-oriented system.

#2

Greenlight Guru

vertical specialist

Quality management software built for medical device companies.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Linked design controls and risk management records preserve traceability across device development.

Greenlight Guru connects design inputs, outputs, verification records, and risk files within design-control workflows. Document control, training records, and electronic signatures support routine quality processes, while linked records help maintain product traceability.

Its medical-device focus can feel restrictive for companies with quality processes outside regulated device development. A startup building its first regulated product can use it to maintain design history documentation, assign training, and route CAPAs before commercialization.

Pros
  • +Design controls connect requirements, verification evidence, and risk records.
  • +Quality workflows cover CAPA, complaints, audits, training, and suppliers.
  • +Electronic signatures and controlled documents support regulated recordkeeping.
Cons
  • –Medical-device specialization may not suit companies with broader quality needs.
  • –Configuring workflows around existing procedures can require substantial process work.
  • –It does not replace ERP or manufacturing execution systems.
Use scenarios
  • Early-stage device teams

    Building a first design history file

    Traceable development records

  • Quality and regulatory leads

    Managing CAPA and nonconformance

    Auditable corrective actions

Show 1 more scenario
  • Supplier quality managers

    Controlling supplier qualification records

    Documented supplier oversight

    Supplier controls centralize qualification evidence, evaluations, and follow-up actions within the quality system.

Best for: Fits when medical device startups need design controls and quality records in one regulated QMS.

#3

QT9 QMS

SMB

Quality management software for manufacturing organizations.

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

Design-control workflows for managing design inputs, verification, validation, and changes.

QT9 QMS links nonconformances, investigations, corrective actions, document revisions, and training records, giving quality teams a traceable path from issue detection to follow-up. Its design-control and risk-management functions suit manufacturers building design history records and maintaining device risk documentation.

The breadth of modules can require deliberate configuration and process ownership, which may burden a small team with limited quality-system resources. A startup preparing for design verification or a supplier audit can use the linked records to manage evidence across design and production activities.

Pros
  • +Design controls connect design records with verification, validation, and change management.
  • +CAPA, nonconformance, audit, and training records support linked quality workflows.
  • +Electronic signatures and audit trails support controlled electronic records.
  • +Supplier and risk-management modules address device-manufacturing quality needs.
Cons
  • –Broad module coverage can require significant workflow configuration.
  • –Small teams may need dedicated ownership to maintain records and permissions.
  • –Integration setup can add work when connecting existing business systems.
Use scenarios
  • Medical device startups

    Design history record management

    Connected design evidence

  • Quality managers

    CAPA and nonconformance handling

    Traceable corrective actions

Show 1 more scenario
  • Supplier quality teams

    Supplier oversight

    Documented supplier oversight

    Supplier management and audit records support consistent oversight of external manufacturers and vendors.

Best for: Fits when a device startup needs connected design controls, CAPA, document control, and supplier quality records.

#4

Donesafe

SMB

Cloud software for quality, safety, risk, and compliance management.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Configurable quality workflows linking document control, nonconformance, CAPA, audits, and change management.

Medical-device startups need an electronic QMS that connects document control, corrective actions, audits, and training records. Donesafe combines those quality workflows with configurable forms, approvals, change management, and risk tracking in a broader EHSQ system. Teams must map the workflows to ISO 13485 design controls, device records, and validation requirements, which can add configuration and administration work.

Pros
  • +Combines document control, CAPA, audits, change management, and training records.
  • +Configurable forms and approval workflows support different quality processes.
  • +Quality and EHSQ modules can share administration across teams.
Cons
  • –ISO 13485 design-control and device-record workflows require careful configuration.
  • –Broad configuration can increase implementation and administrator workload.
  • –Teams must assess whether its general quality workflows meet their validation needs.

Best for: Fits when startups need configurable CAPA, document control, audits, and training alongside broader EHSQ workflows.

#5

ComplianceQuest

enterprise

Cloud-based quality, compliance, and safety management software.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Salesforce-based quality workflows connect complaints and nonconformances to CAPA, training, and controlled documents.

ComplianceQuest connects document control, training, CAPA, complaints, audits, and supplier quality in a Salesforce-based QMS. Shared records and configurable workflows let medical device teams link quality events to corrective actions and training updates. Design controls, risk management, and electronic records support regulated product development, though implementation breadth can exceed the needs of a small startup.

Pros
  • +Links complaints, nonconformances, CAPA, and training within one quality system.
  • +Includes design controls, risk management, supplier quality, and audit workflows.
  • +Salesforce foundation supports configurable workflows and shared quality records.
Cons
  • –Broad module coverage can create setup and administration work for small teams.
  • –Salesforce-based architecture may be less suitable for teams avoiding that ecosystem.
  • –Configuration choices can require specialist support during implementation.

Best for: Fits when medical device startups need connected design controls, CAPA, document control, and supplier quality workflows.

#6

MasterControl Quality Excellence

enterprise

Enterprise quality management software for regulated industries.

7.8/10
Overall
Features7.8/10
Ease of Use7.9/10
Value7.7/10
Standout feature

Document control linked to employee training assignments and change control.

MasterControl Quality Excellence suits medical device startups building controlled quality processes as design and manufacturing work grows. Its connected workflows link document control and employee training with change control, CAPA, nonconformance, audit, complaint, and supplier quality processes.

Pros
  • +Links controlled documents with training assignments and change workflows.
  • +Covers CAPA, nonconformance, audits, complaints, and supplier quality in one QMS.
  • +Electronic signatures and audit trails support controlled quality records.
Cons
  • –Broad workflow configuration can require substantial implementation and administrator time.
  • –The full feature set may exceed the needs of an early-stage team with few regulated processes.
  • –Teams may need to map existing procedures carefully before configuring workflows.

Best for: Fits when a medical device startup is scaling design controls, document management, and corrective-action processes.

#7

SimplerQMS

SMB

Electronic quality management software for regulated organizations.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Linked document control and training assignments connect approved procedures to employee training records.

SimplerQMS distinguishes itself with preconfigured quality workflows designed for regulated medical-device teams rather than a general-purpose document repository. Document control links approved procedures and forms with training assignments, while CAPA, change control, nonconformance, audit, complaint, supplier, and design-control workflows keep quality records in one system.

Pros
  • +Document control links approved records with training assignments.
  • +CAPA, change control, audits, and supplier processes share one QMS.
  • +Role-based permissions, audit trails, and electronic signatures support controlled records.
Cons
  • –Implementation and validation work can burden a small startup team.
  • –Extensive API-led automation is not the product’s central strength.
  • –Workflow changes beyond standard configurations may require vendor support.

Best for: Fits when a medical-device startup needs document control, training, and core quality workflows in one system.

#8

Veeva Vault Quality

enterprise

Cloud applications for quality processes in life sciences.

7.2/10
Overall
Features7.2/10
Ease of Use7.1/10
Value7.3/10
Standout feature

Vault connects controlled documents and training records with deviations, CAPA, change control, complaints, audits, and supplier quality.

Within medical-device QMS software, Veeva Vault Quality distinguishes itself through a connected set of controlled quality processes on the Vault platform. Its capabilities cover document control, training, deviations, CAPA, change control, complaints, audits, and supplier quality.

Pros
  • +Covers document control, training, CAPA, deviations, complaints, audits, and supplier quality.
  • +Configurable workflows support different quality processes and approval paths.
  • +Vault REST APIs provide an integration path to connected business systems.
  • +Role-based access and audit trails support controlled quality records.
Cons
  • –Implementation and validation demands can burden startups with small quality teams.
  • –Broad configuration options require ongoing administration as workflows and permissions expand.
  • –The quality scope does not replace separate ERP or product lifecycle management systems.

Best for: Fits when a growing device company needs controlled workflows across documents, training, CAPA, complaints, and audits.

#9

AssurX Quality Management

enterprise

Configurable quality and compliance management software for regulated industries.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Configurable workflows connect CAPA, complaint handling, nonconformance, and change control within the same quality system.

AssurX Quality Management coordinates quality processes through configurable workflows that connect document control, CAPA, nonconformance, audits, and complaint handling. Supplier quality, training, and change control extend the system across internal teams and external partners. Electronic signatures and audit trails support controlled records for regulated medical device operations.

Pros
  • +Connects CAPA, complaints, nonconformance, audits, and document control in one quality system.
  • +Configurable workflows support routing, approvals, and escalation across quality processes.
  • +Electronic signatures and audit trails support regulated recordkeeping.
Cons
  • –Broad configuration options can require dedicated administration and implementation effort.
  • –The enterprise-oriented scope may exceed the needs of a very small startup.
  • –Teams seeking a lightweight initial QMS may face a steeper setup process.

Best for: Fits when medical device startups need configurable controls across multiple quality processes and can support system administration.

#10

Dot Compliance

API-first

Cloud quality management software built on Salesforce.

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

Design-control workflows that connect design history file records with the broader quality management system.

For medical-device startups formalizing quality processes before commercialization, Dot Compliance offers a Salesforce-native QMS with broad regulated-workflow coverage. Its modules include document control, training, CAPA, change control, complaints, supplier quality, and design controls with design history file workflows.

Pros
  • +Design-control workflows support design history file management alongside routine QMS processes.
  • +Document control, training, CAPA, complaints, and supplier quality share one regulated system.
  • +Salesforce foundations provide access to the broader Salesforce integration ecosystem.
Cons
  • –Implementation and administration can require Salesforce expertise.
  • –The broad module set may exceed an early startup's immediate quality-system requirements.
  • –Configuring workflows and validating the resulting system can add rollout work.

Best for: Fits when medical-device startups need design controls and core quality workflows in a Salesforce-based QMS.

How to Choose the Right Qms Software for Medical Device Startups

AssurX Quality Management, ComplianceQuest, Donesafe, Dot Compliance, and Greenlight Guru cover configurable quality workflows, Salesforce-based controls, and medical-device design traceability. MasterControl Quality Excellence, Matrix Quality, QT9 QMS, SimplerQMS, and Veeva Vault Quality connect controlled records with combinations of training, CAPA, audits, supplier quality, and change control.

Greenlight Guru and QT9 QMS link design records with verification, validation, or risk evidence, while Matrix Quality connects documents, training, CAPAs, audits, suppliers, and risk processes. Small teams must weigh workflow coverage against setup and administration, particularly with broad configurations in AssurX Quality Management, ComplianceQuest, and Veeva Vault Quality.

How QMS software coordinates medical-device quality records

QMS software for medical device startups organizes controlled procedures, training evidence, design records, nonconformances, CAPA, audits, complaints, and supplier activity in governed workflows. Greenlight Guru links design requirements, verification evidence, and risk records, while MasterControl Quality Excellence links controlled documents with training assignments and change workflows.

Products differ in their support for design-history-file traceability and the configuration needed to connect quality processes. AssurX Quality Management and Veeva Vault Quality offer configurable workflows across multiple quality processes, which can add setup and administration work for small teams.

QMS controls that shape startup workflows

Design-history-file traceability separates systems such as Greenlight Guru and Dot Compliance from QMS products centered on broader quality workflows. Greenlight Guru links requirements, verification evidence, and risk records, while Dot Compliance connects design-history-file records to routine QMS processes.

Controlled-document links, workflow configuration, and administration demands affect how small teams maintain records. MasterControl Quality Excellence connects approved documents with training assignments, while AssurX Quality Management offers configurable routing across CAPA, complaints, nonconformance, and change control.

  • Design-control traceability

    Greenlight Guru links design requirements, verification evidence, and risk records. QT9 QMS connects design inputs with verification, validation, and design changes.

  • Controlled documents and training

    MasterControl Quality Excellence links controlled documents to employee training assignments and change workflows. SimplerQMS also connects approved records with training assignments.

  • Connected quality workflows

    ComplianceQuest connects complaints and nonconformances with CAPA, training, and controlled documents. Veeva Vault Quality covers documents, training, deviations, CAPA, complaints, audits, and supplier quality.

  • Configuration and regulatory scope

    Matrix Quality provides preconfigured workflows and templates aligned with FDA 21 CFR Part 11, ISO 13485, and GxP expectations. Donesafe offers configurable forms and approvals, while its ISO 13485 design-control and device-record workflows require careful configuration.

  • Administration and automation demands

    AssurX Quality Management and Veeva Vault Quality offer broad workflow configuration that can require ongoing administration. SimplerQMS is not centered on extensive API-led automation.

Match QMS workflows to device records and team capacity

Start by identifying the regulated records the team must control, including design inputs, verification evidence, risk records, training assignments, CAPA, and supplier activity. Greenlight Guru and QT9 QMS connect design-control records, while MasterControl Quality Excellence and SimplerQMS link documents with training.

Then compare workflow coverage with the staff available to configure and maintain it. AssurX Quality Management, ComplianceQuest, and Veeva Vault Quality cover broad process sets, while ComplianceQuest and Dot Compliance also depend on a Salesforce-based architecture.

  • Define design-control record links

    List the links required among design inputs, verification, validation, changes, and risk records. Greenlight Guru connects requirements, verification evidence, and risk, while QT9 QMS covers inputs, verification, validation, and changes.

  • Map core quality processes

    Identify whether the system must connect complaints, nonconformance, CAPA, audits, suppliers, and training. ComplianceQuest links complaints and nonconformances to CAPA and training, while Veeva Vault Quality includes deviations, complaints, audits, and supplier quality.

  • Check document and training control

    Confirm that approved procedures, revisions, and employee training assignments can be managed together. MasterControl Quality Excellence and SimplerQMS both link controlled documents with training records.

  • Estimate configuration ownership

    Assign staff time for workflow setup, permissions, and ongoing record governance before selecting a broad system. AssurX Quality Management and Veeva Vault Quality offer extensive configuration, while Donesafe requires careful setup for ISO 13485 design-control and device-record workflows.

  • Assess platform dependencies

    Determine whether the team can support a Salesforce-based QMS and its administration requirements. ComplianceQuest and Dot Compliance use Salesforce-based architectures, while SimplerQMS is not centered on extensive API-led automation.

Startup teams suited to connected QMS workflows

Medical-device startups building design controls alongside routine quality records can benefit from systems that connect requirements, verification, risk, training, and CAPA. Greenlight Guru and QT9 QMS provide design-control workflows, while Dot Compliance ties design-history-file records to broader QMS processes.

Teams with a small quality function should compare that coverage against configuration and administration demands. SimplerQMS links documents and training, while broad systems such as AssurX Quality Management and Veeva Vault Quality may require dedicated workflow ownership.

  • Startups establishing design-history-file traceability

    Greenlight Guru links design requirements, verification evidence, and risk records. Dot Compliance manages design-history-file records alongside routine QMS processes.

  • Small quality teams controlling procedures and training

    MasterControl Quality Excellence and SimplerQMS connect controlled documents with training assignments. This supports teams that need linked document and employee-training records.

  • Growing medtech teams consolidating quality processes

    Matrix Quality connects documents, training, CAPA, audits, suppliers, and risk-related processes. Veeva Vault Quality covers documents, training, deviations, complaints, audits, and supplier quality.

  • Teams with capacity for workflow administration

    AssurX Quality Management supports configurable workflows across CAPA, complaints, nonconformance, and change control. ComplianceQuest combines design controls, risk management, supplier quality, and audit workflows, with setup and administration work for small teams.

QMS selection errors in device startups

A broad module list does not establish that design-history-file records connect to verification, validation, or risk evidence. Greenlight Guru and QT9 QMS describe specific design-control links, while Donesafe requires careful configuration for ISO 13485 design-control and device-record workflows.

Underestimating administration can leave approval paths, training assignments, and permissions difficult to maintain. AssurX Quality Management, ComplianceQuest, and Veeva Vault Quality include broad process coverage that can add setup and ongoing governance work.

  • Choosing a QMS without checking design-control record links

    Map requirements, verification, validation, changes, and risk records before selecting modules. Greenlight Guru links requirements with verification evidence and risk, while QT9 QMS connects design inputs with verification, validation, and changes.

  • Assuming general quality workflows provide device-record traceability

    Check the configuration needed for design history files and device records. Donesafe requires careful configuration for ISO 13485 design-control and device-record workflows.

  • Underestimating configuration and administration work

    Assign an owner for workflow routing, approvals, and escalation before adopting a broad system. AssurX Quality Management and Veeva Vault Quality offer broad configuration that can require implementation and ongoing administration.

  • Selecting a platform without checking ecosystem and automation needs

    Confirm whether Salesforce administration suits the team before choosing ComplianceQuest or Dot Compliance. Teams requiring extensive API-led automation should account for SimplerQMS's limited emphasis on that capability.

How Gitnux checked QMS coverage

Gitnux analysts first outline the coverage planned for the page before opening product documents. Search tools open each original publication and copy every figure beside the passage that states it.

Analysts compare each figure with official documentation, changelogs, and an independent review when one is cited. They retain figures that match those materials and use a published benchmark only when that benchmark is the cited source.

Frequently Asked Questions About Qms Software for Medical Device Startups

How do Greenlight Guru and Dot Compliance differ for design controls?
Greenlight Guru links design controls and risk records to product development and postmarket quality work. Dot Compliance adds design history file workflows within a Salesforce-native QMS, which may suit teams already using Salesforce but requires platform administration.
Which QMS workflows should a medical device startup connect first?
Start with document control, training, change control, and CAPA so approved procedures, staff assignments, and corrective actions stay connected. SimplerQMS links documents to training assignments, while MasterControl Quality Excellence connects document control with training and change control.
What integration and API requirements should startups assess?
Map required data flows between the QMS and systems for product development, manufacturing, or business operations before choosing a platform. QT9 QMS supports system integrations, while SimplerQMS specifically advises teams with extensive API-led automation needs to assess integration fit.
What security controls should a startup check in a medical device QMS?
Check whether the system supports role-based access, audit trails, electronic signatures, and the identity-provider or SSO setup the company requires. Veeva Vault Quality lists role-based access and audit trails, while SimplerQMS lists role-based permissions, electronic signatures, and audit trails.
How can a startup migrate existing quality records into a QMS?
Inventory documents, training records, CAPAs, complaints, and supplier records, then map owners, statuses, and links before moving data. For systems such as Greenlight Guru or QT9 QMS, test representative records and confirm that required traceability and audit history remain usable after migration.
How much administration do configurable QMS workflows require?
Configurable workflows need administrators to define forms, approval paths, permissions, and change controls, then maintain those settings as procedures evolve. AssurX Quality Management offers configurable workflows across several quality processes, while Donesafe may require additional configuration to map its broader EHSQ workflows to medical device controls.
Which systems support linked records across quality processes?
Linked records help teams trace a complaint or nonconformance through corrective action, training, and controlled documents. ComplianceQuest connects complaints and nonconformances with CAPA, training, and documents, while Matrix Quality links records across documents, CAPAs, audits, suppliers, and risk processes.
What should a startup prepare before implementing a QMS?
Define the quality processes, record owners, approval rules, and validation scope before configuring the system. Matrix Quality provides preconfigured workflows and templates, while MasterControl Quality Excellence offers configurable review and approval steps that still need to match the startup’s procedures.

Conclusion

After evaluating 10 qms software for medical device startups, Matrix Quality 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
Matrix Quality

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

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

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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